diff --git a/GroundTruth-numbered-only.csv b/Ground_truth/GroundTruth-numbered-only.csv
similarity index 100%
rename from GroundTruth-numbered-only.csv
rename to Ground_truth/GroundTruth-numbered-only.csv
diff --git a/SURF-output/filename.jpg b/SURF-output/filename.jpg
deleted file mode 100644
index d13e9fa34412ece298913bc8e7edf9ec67b2d1ee..0000000000000000000000000000000000000000
Binary files a/SURF-output/filename.jpg and /dev/null differ
diff --git a/SURF-output/gjmfobnf.jpg b/SURF-output/gjmfobnf.jpg
deleted file mode 100644
index 44130a72732679977054204ef7f05d3d1397b848..0000000000000000000000000000000000000000
Binary files a/SURF-output/gjmfobnf.jpg and /dev/null differ
diff --git a/SURF-output/hkngpcog.jpg b/SURF-output/hkngpcog.jpg
deleted file mode 100644
index bd6cc69658c024b1526eb1ccade7278da8f6da02..0000000000000000000000000000000000000000
Binary files a/SURF-output/hkngpcog.jpg and /dev/null differ
diff --git a/SURF-output/ilohqdph.jpg b/SURF-output/ilohqdph.jpg
deleted file mode 100644
index b5226ffdd36bf41235f8aac61a4da7179da756b3..0000000000000000000000000000000000000000
Binary files a/SURF-output/ilohqdph.jpg and /dev/null differ
diff --git a/SURF-output/jmpireqi.jpg b/SURF-output/jmpireqi.jpg
deleted file mode 100644
index 6f94c99c1e74cad59f4d4e91ed25535edf6cc1cf..0000000000000000000000000000000000000000
Binary files a/SURF-output/jmpireqi.jpg and /dev/null differ
diff --git a/SURF-output/knqjsfrj.jpg b/SURF-output/knqjsfrj.jpg
deleted file mode 100644
index d087c3af31357b3e31ada485a58e43d0647fbad3..0000000000000000000000000000000000000000
Binary files a/SURF-output/knqjsfrj.jpg and /dev/null differ
diff --git a/SURF-output/lorktgsk.jpg b/SURF-output/lorktgsk.jpg
deleted file mode 100644
index 7c3050c422374dac3058be18221f83fa5f99ccd9..0000000000000000000000000000000000000000
Binary files a/SURF-output/lorktgsk.jpg and /dev/null differ
diff --git a/SURF-output/mpsluhtl.jpg b/SURF-output/mpsluhtl.jpg
deleted file mode 100644
index ad774c2f967b0db1e19ed22b4f260a59a64fe6bf..0000000000000000000000000000000000000000
Binary files a/SURF-output/mpsluhtl.jpg and /dev/null differ
diff --git a/SURF-output/nqtmvium.jpg b/SURF-output/nqtmvium.jpg
deleted file mode 100644
index 765f24a7a20257a415e8ed97d596c2285a7046d5..0000000000000000000000000000000000000000
Binary files a/SURF-output/nqtmvium.jpg and /dev/null differ
diff --git a/SURF-output/orunwjvn.jpg b/SURF-output/orunwjvn.jpg
deleted file mode 100644
index 8f0a66b2dd3dbd8274fd6ea65b425a12715fb24b..0000000000000000000000000000000000000000
Binary files a/SURF-output/orunwjvn.jpg and /dev/null differ
diff --git a/SURF-output/psvoxkwo.jpg b/SURF-output/psvoxkwo.jpg
deleted file mode 100644
index c7c62c8d17c4a470a60bb5bb67aee25cdecbc364..0000000000000000000000000000000000000000
Binary files a/SURF-output/psvoxkwo.jpg and /dev/null differ
diff --git a/SURF-output/qtwpylxp.jpg b/SURF-output/qtwpylxp.jpg
deleted file mode 100644
index c1dd2c02f3d589bb6264fce0d2fb95131f4f5ff3..0000000000000000000000000000000000000000
Binary files a/SURF-output/qtwpylxp.jpg and /dev/null differ
diff --git a/SURF-output/svyr{nzr.jpg b/SURF-output/svyr{nzr.jpg
deleted file mode 100644
index 9068c667bc3787927723cb61978b4fd476495f8b..0000000000000000000000000000000000000000
Binary files a/SURF-output/svyr{nzr.jpg and /dev/null differ
diff --git a/SURF-output/twzs|o{s.jpg b/SURF-output/twzs|o{s.jpg
deleted file mode 100644
index fed1ab6ad5aa2bbd57c5527019a9eb3616be1d20..0000000000000000000000000000000000000000
Binary files a/SURF-output/twzs|o{s.jpg and /dev/null differ
diff --git a/SURF-output/ux{t}p|t.jpg b/SURF-output/ux{t}p|t.jpg
deleted file mode 100644
index 447eb1cd286272d190c3a13d84e88689ecf4ff7e..0000000000000000000000000000000000000000
Binary files a/SURF-output/ux{t}p|t.jpg and /dev/null differ
diff --git a/SURF-output/vy|u~q}u.jpg b/SURF-output/vy|u~q}u.jpg
deleted file mode 100644
index 0d2520f2c87c284670638b5801147e9aa70512c6..0000000000000000000000000000000000000000
Binary files a/SURF-output/vy|u~q}u.jpg and /dev/null differ
diff --git "a/SURF-output/wz}v\177r~v.jpg" "b/SURF-output/wz}v\177r~v.jpg"
deleted file mode 100644
index d850c25760179ecd727405bb9eb4e27ca39946b0..0000000000000000000000000000000000000000
Binary files "a/SURF-output/wz}v\177r~v.jpg" and /dev/null differ
diff --git "a/SURF-output/x{~w\302\200s\177w.jpg" "b/SURF-output/x{~w\302\200s\177w.jpg"
deleted file mode 100644
index 9b44d5b374d8e613ef69a799aa0964fff870e95e..0000000000000000000000000000000000000000
Binary files "a/SURF-output/x{~w\302\200s\177w.jpg" and /dev/null differ
diff --git "a/SURF-output/z}\302\200y\302\202u\302\201y.jpg" "b/SURF-output/z}\302\200y\302\202u\302\201y.jpg"
deleted file mode 100644
index e205c7ddd3deebefe39e114411ac945f6eb3b578..0000000000000000000000000000000000000000
Binary files "a/SURF-output/z}\302\200y\302\202u\302\201y.jpg" and /dev/null differ
diff --git "a/SURF-output/{~\302\201z\302\203v\302\202z.jpg" "b/SURF-output/{~\302\201z\302\203v\302\202z.jpg"
deleted file mode 100644
index 433411ed16571da3bfdb24c44a6bae63eeeaa704..0000000000000000000000000000000000000000
Binary files "a/SURF-output/{~\302\201z\302\203v\302\202z.jpg" and /dev/null differ
diff --git "a/SURF-output/|\177\302\202{\302\204w\302\203{.jpg" "b/SURF-output/|\177\302\202{\302\204w\302\203{.jpg"
deleted file mode 100644
index a5d028ba24788343dc4a71dc5ddfac801b2a1fd9..0000000000000000000000000000000000000000
Binary files "a/SURF-output/|\177\302\202{\302\204w\302\203{.jpg" and /dev/null differ
diff --git "a/SURF-output/}\302\200\302\203|\302\205x\302\204|.jpg" "b/SURF-output/}\302\200\302\203|\302\205x\302\204|.jpg"
deleted file mode 100644
index 223f826fa4e40b13ada34c580caabce7fb48ad09..0000000000000000000000000000000000000000
Binary files "a/SURF-output/}\302\200\302\203|\302\205x\302\204|.jpg" and /dev/null differ
diff --git "a/SURF-output/~\302\201\302\204}\302\206y\302\205}.jpg" "b/SURF-output/~\302\201\302\204}\302\206y\302\205}.jpg"
deleted file mode 100644
index d6620a5d84270e104b888de320d7767a903c51a1..0000000000000000000000000000000000000000
Binary files "a/SURF-output/~\302\201\302\204}\302\206y\302\205}.jpg" and /dev/null differ
diff --git "a/SURF-output/\177\302\202\302\205~\302\207z\302\206~.jpg" "b/SURF-output/\177\302\202\302\205~\302\207z\302\206~.jpg"
deleted file mode 100644
index 7a32983e8af44ac3ae36b85142414c00bad97c58..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\177\302\202\302\205~\302\207z\302\206~.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\201\302\204\302\207\302\200\302\211|\302\210\302\200.jpg" "b/SURF-output/\302\201\302\204\302\207\302\200\302\211|\302\210\302\200.jpg"
deleted file mode 100644
index 96ff89e075b7ac30c71d6dc11834ac4eb440edf7..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\201\302\204\302\207\302\200\302\211|\302\210\302\200.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\202\302\205\302\210\302\201\302\212}\302\211\302\201.jpg" "b/SURF-output/\302\202\302\205\302\210\302\201\302\212}\302\211\302\201.jpg"
deleted file mode 100644
index b2dd50fd9cc0e30b66a8a0b23f86cbaf3fe03b9e..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\202\302\205\302\210\302\201\302\212}\302\211\302\201.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\203\302\206\302\211\302\202\302\213~\302\212\302\202.jpg" "b/SURF-output/\302\203\302\206\302\211\302\202\302\213~\302\212\302\202.jpg"
deleted file mode 100644
index 0f32b83ea01f17c2ef8d4a1bd1696a6ced23d065..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\203\302\206\302\211\302\202\302\213~\302\212\302\202.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\204\302\207\302\212\302\203\302\214\177\302\213\302\203.jpg" "b/SURF-output/\302\204\302\207\302\212\302\203\302\214\177\302\213\302\203.jpg"
deleted file mode 100644
index c992486c67112ba6a9085b9f05c89d1e4f6c6592..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\204\302\207\302\212\302\203\302\214\177\302\213\302\203.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\205\302\210\302\213\302\204\302\215\302\200\302\214\302\204.jpg" "b/SURF-output/\302\205\302\210\302\213\302\204\302\215\302\200\302\214\302\204.jpg"
deleted file mode 100644
index 35196e818ed886a07dd9ececbc4b1fb67a871b7b..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\205\302\210\302\213\302\204\302\215\302\200\302\214\302\204.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\206\302\211\302\214\302\205\302\216\302\201\302\215\302\205.jpg" "b/SURF-output/\302\206\302\211\302\214\302\205\302\216\302\201\302\215\302\205.jpg"
deleted file mode 100644
index dba383fe7800afa6b887b59fd174d5090882ef06..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\206\302\211\302\214\302\205\302\216\302\201\302\215\302\205.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\207\302\212\302\215\302\206\302\217\302\202\302\216\302\206.jpg" "b/SURF-output/\302\207\302\212\302\215\302\206\302\217\302\202\302\216\302\206.jpg"
deleted file mode 100644
index 88803ce5896f7b420cd4b6058ace56dfce6bad10..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\207\302\212\302\215\302\206\302\217\302\202\302\216\302\206.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\210\302\213\302\216\302\207\302\220\302\203\302\217\302\207.jpg" "b/SURF-output/\302\210\302\213\302\216\302\207\302\220\302\203\302\217\302\207.jpg"
deleted file mode 100644
index dbff3725f5263ecc1c0a5e74e43e48f6d30f909c..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\210\302\213\302\216\302\207\302\220\302\203\302\217\302\207.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\211\302\214\302\217\302\210\302\221\302\204\302\220\302\210.jpg" "b/SURF-output/\302\211\302\214\302\217\302\210\302\221\302\204\302\220\302\210.jpg"
deleted file mode 100644
index fbba21771d6dc0a1ae74f0864245d37859b4605c..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\211\302\214\302\217\302\210\302\221\302\204\302\220\302\210.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\212\302\215\302\220\302\211\302\222\302\205\302\221\302\211.jpg" "b/SURF-output/\302\212\302\215\302\220\302\211\302\222\302\205\302\221\302\211.jpg"
deleted file mode 100644
index 5828d3245d367be9febe3c0a3cc56b819687bffc..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\212\302\215\302\220\302\211\302\222\302\205\302\221\302\211.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\213\302\216\302\221\302\212\302\223\302\206\302\222\302\212.jpg" "b/SURF-output/\302\213\302\216\302\221\302\212\302\223\302\206\302\222\302\212.jpg"
deleted file mode 100644
index 67ace209b5e70637dce235404433ee0427c8e16f..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\213\302\216\302\221\302\212\302\223\302\206\302\222\302\212.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\214\302\217\302\222\302\213\302\224\302\207\302\223\302\213.jpg" "b/SURF-output/\302\214\302\217\302\222\302\213\302\224\302\207\302\223\302\213.jpg"
deleted file mode 100644
index 25d8c7030788fe0ddb56bad2218409d3bf09e294..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\214\302\217\302\222\302\213\302\224\302\207\302\223\302\213.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\216\302\221\302\224\302\215\302\226\302\211\302\225\302\215.jpg" "b/SURF-output/\302\216\302\221\302\224\302\215\302\226\302\211\302\225\302\215.jpg"
deleted file mode 100644
index 362ad4f69519b04c18f10580a66c04d2b4fcb9c3..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\216\302\221\302\224\302\215\302\226\302\211\302\225\302\215.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\217\302\222\302\225\302\216\302\227\302\212\302\226\302\216.jpg" "b/SURF-output/\302\217\302\222\302\225\302\216\302\227\302\212\302\226\302\216.jpg"
deleted file mode 100644
index 87f5d32f5b9928e4d3d9fb7bdef3bc38c1da9133..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\217\302\222\302\225\302\216\302\227\302\212\302\226\302\216.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\220\302\223\302\226\302\217\302\230\302\213\302\227\302\217.jpg" "b/SURF-output/\302\220\302\223\302\226\302\217\302\230\302\213\302\227\302\217.jpg"
deleted file mode 100644
index 9b16a60e1cab4b32ba141bf454a29a1b80b54443..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\220\302\223\302\226\302\217\302\230\302\213\302\227\302\217.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\221\302\224\302\227\302\220\302\231\302\214\302\230\302\220.jpg" "b/SURF-output/\302\221\302\224\302\227\302\220\302\231\302\214\302\230\302\220.jpg"
deleted file mode 100644
index 117372a916a7e73f80d11c9a0fd73bc2506e5968..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\221\302\224\302\227\302\220\302\231\302\214\302\230\302\220.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\222\302\225\302\230\302\221\302\232\302\215\302\231\302\221.jpg" "b/SURF-output/\302\222\302\225\302\230\302\221\302\232\302\215\302\231\302\221.jpg"
deleted file mode 100644
index af6fe4b04ae67a3136428593f6e24cf62dd1c135..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\222\302\225\302\230\302\221\302\232\302\215\302\231\302\221.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\223\302\226\302\231\302\222\302\233\302\216\302\232\302\222.jpg" "b/SURF-output/\302\223\302\226\302\231\302\222\302\233\302\216\302\232\302\222.jpg"
deleted file mode 100644
index ef2aeae868a3dbdd2937260a5fcf014a107aa3c6..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\223\302\226\302\231\302\222\302\233\302\216\302\232\302\222.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\224\302\227\302\232\302\223\302\234\302\217\302\233\302\223.jpg" "b/SURF-output/\302\224\302\227\302\232\302\223\302\234\302\217\302\233\302\223.jpg"
deleted file mode 100644
index ee0647fe5ff5fee527005cd224bcf7920a0628ac..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\224\302\227\302\232\302\223\302\234\302\217\302\233\302\223.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\225\302\230\302\233\302\224\302\235\302\220\302\234\302\224.jpg" "b/SURF-output/\302\225\302\230\302\233\302\224\302\235\302\220\302\234\302\224.jpg"
deleted file mode 100644
index 87e09b335965e0d09bc54f9bc6513eaa3dc6cfff..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\225\302\230\302\233\302\224\302\235\302\220\302\234\302\224.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\226\302\231\302\234\302\225\302\236\302\221\302\235\302\225.jpg" "b/SURF-output/\302\226\302\231\302\234\302\225\302\236\302\221\302\235\302\225.jpg"
deleted file mode 100644
index 2a87617a8c398f164d998f9acccf14f130670965..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\226\302\231\302\234\302\225\302\236\302\221\302\235\302\225.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\227\302\232\302\235\302\226\302\237\302\222\302\236\302\226.jpg" "b/SURF-output/\302\227\302\232\302\235\302\226\302\237\302\222\302\236\302\226.jpg"
deleted file mode 100644
index 0c99b9ce98bdba75dabf66a80ad6f57c7937af10..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\227\302\232\302\235\302\226\302\237\302\222\302\236\302\226.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\230\302\233\302\236\302\227\302\240\302\223\302\237\302\227.jpg" "b/SURF-output/\302\230\302\233\302\236\302\227\302\240\302\223\302\237\302\227.jpg"
deleted file mode 100644
index 20e6b30a0fefbdce11178aa388eafa771a50bb25..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\230\302\233\302\236\302\227\302\240\302\223\302\237\302\227.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\231\302\234\302\237\302\230\302\241\302\224\302\240\302\230.jpg" "b/SURF-output/\302\231\302\234\302\237\302\230\302\241\302\224\302\240\302\230.jpg"
deleted file mode 100644
index 930bb1d756657a6b49154bcee45f30af5ab5d88c..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\231\302\234\302\237\302\230\302\241\302\224\302\240\302\230.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\232\302\235\302\240\302\231\302\242\302\225\302\241\302\231.jpg" "b/SURF-output/\302\232\302\235\302\240\302\231\302\242\302\225\302\241\302\231.jpg"
deleted file mode 100644
index 2c4c316791a7fb1014378b41dc9bee32c2c3d824..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\232\302\235\302\240\302\231\302\242\302\225\302\241\302\231.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\233\302\236\302\241\302\232\302\243\302\226\302\242\302\232.jpg" "b/SURF-output/\302\233\302\236\302\241\302\232\302\243\302\226\302\242\302\232.jpg"
deleted file mode 100644
index 4ff02ac69c05ab5538fd30ecd8b15969a6271048..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\233\302\236\302\241\302\232\302\243\302\226\302\242\302\232.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\234\302\237\302\242\302\233\302\244\302\227\302\243\302\233.jpg" "b/SURF-output/\302\234\302\237\302\242\302\233\302\244\302\227\302\243\302\233.jpg"
deleted file mode 100644
index 8033b8e2aa83d23814f5adf292c0fe0ab3b1998e..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\234\302\237\302\242\302\233\302\244\302\227\302\243\302\233.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\235\302\240\302\243\302\234\302\245\302\230\302\244\302\234.jpg" "b/SURF-output/\302\235\302\240\302\243\302\234\302\245\302\230\302\244\302\234.jpg"
deleted file mode 100644
index cfa02cec8b62b4229ff7bc126a5f49b398a04358..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\235\302\240\302\243\302\234\302\245\302\230\302\244\302\234.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\237\302\242\302\245\302\236\302\247\302\232\302\246\302\236.jpg" "b/SURF-output/\302\237\302\242\302\245\302\236\302\247\302\232\302\246\302\236.jpg"
deleted file mode 100644
index 85d8f8b23d26a57e6520d80826c65a7fcc0f338d..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\237\302\242\302\245\302\236\302\247\302\232\302\246\302\236.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\240\302\243\302\246\302\237\302\250\302\233\302\247\302\237.jpg" "b/SURF-output/\302\240\302\243\302\246\302\237\302\250\302\233\302\247\302\237.jpg"
deleted file mode 100644
index fcca3747ecdfdf1971313d656cac90f2010dcaef..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\240\302\243\302\246\302\237\302\250\302\233\302\247\302\237.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\243\302\246\302\251\302\242\302\253\302\236\302\252\302\242.jpg" "b/SURF-output/\302\243\302\246\302\251\302\242\302\253\302\236\302\252\302\242.jpg"
deleted file mode 100644
index f3aaab88fedf66c637c9dfacb177f8bd344fa0a3..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\243\302\246\302\251\302\242\302\253\302\236\302\252\302\242.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\244\302\247\302\252\302\243\302\254\302\237\302\253\302\243.jpg" "b/SURF-output/\302\244\302\247\302\252\302\243\302\254\302\237\302\253\302\243.jpg"
deleted file mode 100644
index 155d708db2a8d7b72dfc70083ad9efdd3f25e8e5..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\244\302\247\302\252\302\243\302\254\302\237\302\253\302\243.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\245\302\250\302\253\302\244\302\255\302\240\302\254\302\244.jpg" "b/SURF-output/\302\245\302\250\302\253\302\244\302\255\302\240\302\254\302\244.jpg"
deleted file mode 100644
index 087c31672e27271ab6d2a58ab2e9354fdc11acb2..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\245\302\250\302\253\302\244\302\255\302\240\302\254\302\244.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\246\302\251\302\254\302\245\302\256\302\241\302\255\302\245.jpg" "b/SURF-output/\302\246\302\251\302\254\302\245\302\256\302\241\302\255\302\245.jpg"
deleted file mode 100644
index e7350036b34c92becedab3ac37a29d05d955efb0..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\246\302\251\302\254\302\245\302\256\302\241\302\255\302\245.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\247\302\252\302\255\302\246\302\257\302\242\302\256\302\246.jpg" "b/SURF-output/\302\247\302\252\302\255\302\246\302\257\302\242\302\256\302\246.jpg"
deleted file mode 100644
index 7b03bfb6547ad48cde6c526c1240122a7ac4d025..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\247\302\252\302\255\302\246\302\257\302\242\302\256\302\246.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\250\302\253\302\256\302\247\302\260\302\243\302\257\302\247.jpg" "b/SURF-output/\302\250\302\253\302\256\302\247\302\260\302\243\302\257\302\247.jpg"
deleted file mode 100644
index 4682b735b1d12677f2ba1068d98bd4fd7294bc63..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\250\302\253\302\256\302\247\302\260\302\243\302\257\302\247.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\251\302\254\302\257\302\250\302\261\302\244\302\260\302\250.jpg" "b/SURF-output/\302\251\302\254\302\257\302\250\302\261\302\244\302\260\302\250.jpg"
deleted file mode 100644
index 492261024bca690b49f2aa4b8a7f65d850e22eaf..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\251\302\254\302\257\302\250\302\261\302\244\302\260\302\250.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\252\302\255\302\260\302\251\302\262\302\245\302\261\302\251.jpg" "b/SURF-output/\302\252\302\255\302\260\302\251\302\262\302\245\302\261\302\251.jpg"
deleted file mode 100644
index fe48d2f2b1d3d001bc06efb44d360820df52a342..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\252\302\255\302\260\302\251\302\262\302\245\302\261\302\251.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\253\302\256\302\261\302\252\302\263\302\246\302\262\302\252.jpg" "b/SURF-output/\302\253\302\256\302\261\302\252\302\263\302\246\302\262\302\252.jpg"
deleted file mode 100644
index 357ec5c6c8b74c533a417c9c7236655a5897024a..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\253\302\256\302\261\302\252\302\263\302\246\302\262\302\252.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\254\302\257\302\262\302\253\302\264\302\247\302\263\302\253.jpg" "b/SURF-output/\302\254\302\257\302\262\302\253\302\264\302\247\302\263\302\253.jpg"
deleted file mode 100644
index 7092d31078ece53889e27515c517fa6d666ef421..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\254\302\257\302\262\302\253\302\264\302\247\302\263\302\253.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\255\302\260\302\263\302\254\302\265\302\250\302\264\302\254.jpg" "b/SURF-output/\302\255\302\260\302\263\302\254\302\265\302\250\302\264\302\254.jpg"
deleted file mode 100644
index c497a610ac1f0619578c85db3f11de06d8fd2341..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\255\302\260\302\263\302\254\302\265\302\250\302\264\302\254.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\256\302\261\302\264\302\255\302\266\302\251\302\265\302\255.jpg" "b/SURF-output/\302\256\302\261\302\264\302\255\302\266\302\251\302\265\302\255.jpg"
deleted file mode 100644
index da70b4dac4507d191039ae8677f58a07c8464708..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\256\302\261\302\264\302\255\302\266\302\251\302\265\302\255.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\257\302\262\302\265\302\256\302\267\302\252\302\266\302\256.jpg" "b/SURF-output/\302\257\302\262\302\265\302\256\302\267\302\252\302\266\302\256.jpg"
deleted file mode 100644
index f03bdad594c1416120a31d4cf4cc521cf8a6ebd4..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\257\302\262\302\265\302\256\302\267\302\252\302\266\302\256.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\260\302\263\302\266\302\257\302\270\302\253\302\267\302\257.jpg" "b/SURF-output/\302\260\302\263\302\266\302\257\302\270\302\253\302\267\302\257.jpg"
deleted file mode 100644
index ff459c6cf2ba8b21bbcdd8855b3bd96475b6d2b7..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\260\302\263\302\266\302\257\302\270\302\253\302\267\302\257.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\261\302\264\302\267\302\260\302\271\302\254\302\270\302\260.jpg" "b/SURF-output/\302\261\302\264\302\267\302\260\302\271\302\254\302\270\302\260.jpg"
deleted file mode 100644
index 73961ce49c6c3fd71395770ac61074a067720172..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\261\302\264\302\267\302\260\302\271\302\254\302\270\302\260.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\262\302\265\302\270\302\261\302\272\302\255\302\271\302\261.jpg" "b/SURF-output/\302\262\302\265\302\270\302\261\302\272\302\255\302\271\302\261.jpg"
deleted file mode 100644
index 990afe121a9ac4bdc639e57fea9ffb7c8e77461c..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\262\302\265\302\270\302\261\302\272\302\255\302\271\302\261.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\263\302\266\302\271\302\262\302\273\302\256\302\272\302\262.jpg" "b/SURF-output/\302\263\302\266\302\271\302\262\302\273\302\256\302\272\302\262.jpg"
deleted file mode 100644
index 26dd5d590a8ad11bd0a220aea4a63adcecfd361d..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\263\302\266\302\271\302\262\302\273\302\256\302\272\302\262.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\264\302\267\302\272\302\263\302\274\302\257\302\273\302\263.jpg" "b/SURF-output/\302\264\302\267\302\272\302\263\302\274\302\257\302\273\302\263.jpg"
deleted file mode 100644
index a2796d67c8fe538c014202b294ce7e10b2257068..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\264\302\267\302\272\302\263\302\274\302\257\302\273\302\263.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\265\302\270\302\273\302\264\302\275\302\260\302\274\302\264.jpg" "b/SURF-output/\302\265\302\270\302\273\302\264\302\275\302\260\302\274\302\264.jpg"
deleted file mode 100644
index d744fff3166aa187cdf9b3a1544edffc8ebd6b79..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\265\302\270\302\273\302\264\302\275\302\260\302\274\302\264.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\266\302\271\302\274\302\265\302\276\302\261\302\275\302\265.jpg" "b/SURF-output/\302\266\302\271\302\274\302\265\302\276\302\261\302\275\302\265.jpg"
deleted file mode 100644
index f248f7ffc87de0553396b536ea016b2e7c65ecf5..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\266\302\271\302\274\302\265\302\276\302\261\302\275\302\265.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\267\302\272\302\275\302\266\302\277\302\262\302\276\302\266.jpg" "b/SURF-output/\302\267\302\272\302\275\302\266\302\277\302\262\302\276\302\266.jpg"
deleted file mode 100644
index 1ad8179763ae1bbf4b8027e41142c51d5eff636b..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\267\302\272\302\275\302\266\302\277\302\262\302\276\302\266.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\271\302\274\302\277\302\270\303\201\302\264\303\200\302\270.jpg" "b/SURF-output/\302\271\302\274\302\277\302\270\303\201\302\264\303\200\302\270.jpg"
deleted file mode 100644
index d4a1cb20703e195b30d502038a28f8f2d956c103..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\271\302\274\302\277\302\270\303\201\302\264\303\200\302\270.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\272\302\275\303\200\302\271\303\202\302\265\303\201\302\271.jpg" "b/SURF-output/\302\272\302\275\303\200\302\271\303\202\302\265\303\201\302\271.jpg"
deleted file mode 100644
index e4ee43964f61f5ae12d3bc36280e869674d88878..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\272\302\275\303\200\302\271\303\202\302\265\303\201\302\271.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\273\302\276\303\201\302\272\303\203\302\266\303\202\302\272.jpg" "b/SURF-output/\302\273\302\276\303\201\302\272\303\203\302\266\303\202\302\272.jpg"
deleted file mode 100644
index a0c2165f41675bd57f5084afb989367426f2b07c..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\273\302\276\303\201\302\272\303\203\302\266\303\202\302\272.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\274\302\277\303\202\302\273\303\204\302\267\303\203\302\273.jpg" "b/SURF-output/\302\274\302\277\303\202\302\273\303\204\302\267\303\203\302\273.jpg"
deleted file mode 100644
index a3ee256e7e6eb79be4f371382d3001fef7bec8a8..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\274\302\277\303\202\302\273\303\204\302\267\303\203\302\273.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\275\303\200\303\203\302\274\303\205\302\270\303\204\302\274.jpg" "b/SURF-output/\302\275\303\200\303\203\302\274\303\205\302\270\303\204\302\274.jpg"
deleted file mode 100644
index 60e0137a13c91eb0f8c42141ee0ace5ac9e24d13..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\275\303\200\303\203\302\274\303\205\302\270\303\204\302\274.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\276\303\201\303\204\302\275\303\206\302\271\303\205\302\275.jpg" "b/SURF-output/\302\276\303\201\303\204\302\275\303\206\302\271\303\205\302\275.jpg"
deleted file mode 100644
index 69d4101b666478fffea08f4202522f4a181466b2..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\276\303\201\303\204\302\275\303\206\302\271\303\205\302\275.jpg" and /dev/null differ
diff --git "a/SURF-output/\302\277\303\202\303\205\302\276\303\207\302\272\303\206\302\276.jpg" "b/SURF-output/\302\277\303\202\303\205\302\276\303\207\302\272\303\206\302\276.jpg"
deleted file mode 100644
index 7b2a5aa5360a229c332adc5ae1e83be25cf84e74..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\302\277\303\202\303\205\302\276\303\207\302\272\303\206\302\276.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\200\303\203\303\206\302\277\303\210\302\273\303\207\302\277.jpg" "b/SURF-output/\303\200\303\203\303\206\302\277\303\210\302\273\303\207\302\277.jpg"
deleted file mode 100644
index 9c616d11b26c1d7a5977179185e32b506ec4eb86..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\200\303\203\303\206\302\277\303\210\302\273\303\207\302\277.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\201\303\204\303\207\303\200\303\211\302\274\303\210\303\200.jpg" "b/SURF-output/\303\201\303\204\303\207\303\200\303\211\302\274\303\210\303\200.jpg"
deleted file mode 100644
index e0b78c874490a091fc36a5a6a44222fa03972a7a..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\201\303\204\303\207\303\200\303\211\302\274\303\210\303\200.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\202\303\205\303\210\303\201\303\212\302\275\303\211\303\201.jpg" "b/SURF-output/\303\202\303\205\303\210\303\201\303\212\302\275\303\211\303\201.jpg"
deleted file mode 100644
index dd6bd5ea33112cca4a0832f0af49be7a1ee75b39..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\202\303\205\303\210\303\201\303\212\302\275\303\211\303\201.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\203\303\206\303\211\303\202\303\213\302\276\303\212\303\202.jpg" "b/SURF-output/\303\203\303\206\303\211\303\202\303\213\302\276\303\212\303\202.jpg"
deleted file mode 100644
index 92704c0c5a39159e98d7d4369458c4607274e3dc..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\203\303\206\303\211\303\202\303\213\302\276\303\212\303\202.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\204\303\207\303\212\303\203\303\214\302\277\303\213\303\203.jpg" "b/SURF-output/\303\204\303\207\303\212\303\203\303\214\302\277\303\213\303\203.jpg"
deleted file mode 100644
index 96586e0481e9f11c3b9df043f67ad35630ec5e52..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\204\303\207\303\212\303\203\303\214\302\277\303\213\303\203.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\205\303\210\303\213\303\204\303\215\303\200\303\214\303\204.jpg" "b/SURF-output/\303\205\303\210\303\213\303\204\303\215\303\200\303\214\303\204.jpg"
deleted file mode 100644
index 99f012743dd8dc18f2071b78179183cb3eac693d..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\205\303\210\303\213\303\204\303\215\303\200\303\214\303\204.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\206\303\211\303\214\303\205\303\216\303\201\303\215\303\205.jpg" "b/SURF-output/\303\206\303\211\303\214\303\205\303\216\303\201\303\215\303\205.jpg"
deleted file mode 100644
index b59f4ba438033c96492ff2cc8f4dc62670dc86ea..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\206\303\211\303\214\303\205\303\216\303\201\303\215\303\205.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\207\303\212\303\215\303\206\303\217\303\202\303\216\303\206.jpg" "b/SURF-output/\303\207\303\212\303\215\303\206\303\217\303\202\303\216\303\206.jpg"
deleted file mode 100644
index ccddbef4421b1328df399214885b9f6626b8d9b4..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\207\303\212\303\215\303\206\303\217\303\202\303\216\303\206.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\210\303\213\303\216\303\207\303\220\303\203\303\217\303\207.jpg" "b/SURF-output/\303\210\303\213\303\216\303\207\303\220\303\203\303\217\303\207.jpg"
deleted file mode 100644
index 385ad204ff5f322a726de3a3d72e3f4e5fd6d578..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\210\303\213\303\216\303\207\303\220\303\203\303\217\303\207.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\211\303\214\303\217\303\210\303\221\303\204\303\220\303\210.jpg" "b/SURF-output/\303\211\303\214\303\217\303\210\303\221\303\204\303\220\303\210.jpg"
deleted file mode 100644
index 77ab4c0ac581aff4b45bb1263cc75c45afe6d502..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\211\303\214\303\217\303\210\303\221\303\204\303\220\303\210.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\212\303\215\303\220\303\211\303\222\303\205\303\221\303\211.jpg" "b/SURF-output/\303\212\303\215\303\220\303\211\303\222\303\205\303\221\303\211.jpg"
deleted file mode 100644
index 85e9513b2e29ef3b463313276493860d928a8cc5..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\212\303\215\303\220\303\211\303\222\303\205\303\221\303\211.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\213\303\216\303\221\303\212\303\223\303\206\303\222\303\212.jpg" "b/SURF-output/\303\213\303\216\303\221\303\212\303\223\303\206\303\222\303\212.jpg"
deleted file mode 100644
index a1c6b750134970a30026c7777e7ba72da6e02e9c..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\213\303\216\303\221\303\212\303\223\303\206\303\222\303\212.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\214\303\217\303\222\303\213\303\224\303\207\303\223\303\213.jpg" "b/SURF-output/\303\214\303\217\303\222\303\213\303\224\303\207\303\223\303\213.jpg"
deleted file mode 100644
index ab44b167dae99d4598597fd9e4e8be680fd5c89d..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\214\303\217\303\222\303\213\303\224\303\207\303\223\303\213.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\215\303\220\303\223\303\214\303\225\303\210\303\224\303\214.jpg" "b/SURF-output/\303\215\303\220\303\223\303\214\303\225\303\210\303\224\303\214.jpg"
deleted file mode 100644
index d46a3d6094139245c8f06a6b6b34075e468ff1f2..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\215\303\220\303\223\303\214\303\225\303\210\303\224\303\214.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\216\303\221\303\224\303\215\303\226\303\211\303\225\303\215.jpg" "b/SURF-output/\303\216\303\221\303\224\303\215\303\226\303\211\303\225\303\215.jpg"
deleted file mode 100644
index 1367c5e51ee6ea5a23155f8345773a24d9201d8d..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\216\303\221\303\224\303\215\303\226\303\211\303\225\303\215.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\217\303\222\303\225\303\216\303\227\303\212\303\226\303\216.jpg" "b/SURF-output/\303\217\303\222\303\225\303\216\303\227\303\212\303\226\303\216.jpg"
deleted file mode 100644
index 3d119a95ccade04f9a5dd2e67728a2424bf344d5..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\217\303\222\303\225\303\216\303\227\303\212\303\226\303\216.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\220\303\223\303\226\303\217\303\230\303\213\303\227\303\217.jpg" "b/SURF-output/\303\220\303\223\303\226\303\217\303\230\303\213\303\227\303\217.jpg"
deleted file mode 100644
index ceeda6294eb92b6b397826753a7e3f2858f71490..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\220\303\223\303\226\303\217\303\230\303\213\303\227\303\217.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\221\303\224\303\227\303\220\303\231\303\214\303\230\303\220.jpg" "b/SURF-output/\303\221\303\224\303\227\303\220\303\231\303\214\303\230\303\220.jpg"
deleted file mode 100644
index b7d4d33eac22774511ac6eecfda6c0ba52ea407d..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\221\303\224\303\227\303\220\303\231\303\214\303\230\303\220.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\222\303\225\303\230\303\221\303\232\303\215\303\231\303\221.jpg" "b/SURF-output/\303\222\303\225\303\230\303\221\303\232\303\215\303\231\303\221.jpg"
deleted file mode 100644
index f3706869e75d3ae52a853ada00a55464a80ee512..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\222\303\225\303\230\303\221\303\232\303\215\303\231\303\221.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\223\303\226\303\231\303\222\303\233\303\216\303\232\303\222.jpg" "b/SURF-output/\303\223\303\226\303\231\303\222\303\233\303\216\303\232\303\222.jpg"
deleted file mode 100644
index 510e6eec88df159a04dc086c1b69e186c8250836..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\223\303\226\303\231\303\222\303\233\303\216\303\232\303\222.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\224\303\227\303\232\303\223\303\234\303\217\303\233\303\223.jpg" "b/SURF-output/\303\224\303\227\303\232\303\223\303\234\303\217\303\233\303\223.jpg"
deleted file mode 100644
index fa2675f69f5d04bd03110a570f1ddc34c87a3bc4..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\224\303\227\303\232\303\223\303\234\303\217\303\233\303\223.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\225\303\230\303\233\303\224\303\235\303\220\303\234\303\224.jpg" "b/SURF-output/\303\225\303\230\303\233\303\224\303\235\303\220\303\234\303\224.jpg"
deleted file mode 100644
index d8e090f1b8eb2b947f1b22592432b5dda27b7f53..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\225\303\230\303\233\303\224\303\235\303\220\303\234\303\224.jpg" and /dev/null differ
diff --git "a/SURF-output/\303\226\303\231\303\234\303\225\303\236\303\221\303\235\303\225.jpg" "b/SURF-output/\303\226\303\231\303\234\303\225\303\236\303\221\303\235\303\225.jpg"
deleted file mode 100644
index 855b89a3bb0ede560b841070325b6262f8b198f5..0000000000000000000000000000000000000000
Binary files "a/SURF-output/\303\226\303\231\303\234\303\225\303\236\303\221\303\235\303\225.jpg" and /dev/null differ
diff --git a/Useful_imagesCV/0022.jpg b/Useful_imagesCV/0022.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..55d23d7b3a0e9b1194e1a3c4b1207074000f4b2d
Binary files /dev/null and b/Useful_imagesCV/0022.jpg differ
diff --git a/find_fish.asv b/find_fish.asv
new file mode 100644
index 0000000000000000000000000000000000000000..109060c3cc3b3bc136948623a1d08ce2f38b95b6
--- /dev/null
+++ b/find_fish.asv
@@ -0,0 +1,147 @@
+
+%load the main image and make it a greyscale image
+Test1 = imread('Cropped_fish1.jpg');
+SampleFish1 = rgb2gray(Test1);
+
+%find the files to loop through and the output file and the ground truth
+myFolder = '/home/magnus/Fish_project/Bildesett-testing/testing-numbered';
+fileID = fopen('output/output.csv', 'w');
+truth = readmatrix('/home/magnus/Fish_project/Ground_truth/GroundTruth-numbered-only.csv');
+
+for i = 1:height(truth)
+ % Gets the bounding box from the ground truth
+ bboxFish(truth(i,1), :) = [truth(i, 4), truth(i, 2), truth(i,5)-truth(i,4), truth(i,3)-truth(i,2)];
+end
+
+
+filePattern = fullfile(myFolder, '*.jpg');
+theFiles = dir(filePattern);
+
+tic
+
+%For loop for comparing the SURF key points between two fish
+for k = 1 : length(theFiles)
+ try
+ % load image
+ [folder, baseFileName, extension] = fileparts(fullfile(theFiles(k).folder, theFiles(k).name));
+ image = rgb2gray(imread(fullfile(folder, append(baseFileName,extension))));
+
+
+ %Sample 1 is defined outside the loop
+ %Use the current image from the file as sample two
+ SampleFish2 = image;
+
+ %Detects the key points in both images
+ points1 = detectSURFFeatures(SampleFish1, 'MetricThreshold',50,'NumScaleLevels',5,'NumOctaves', 4);
+ points2 = detectSURFFeatures(SampleFish2, 'MetricThreshold',50,'NumScaleLevels',5,'NumOctaves', 4);
+
+ %Find the 300 strongest key points in both the images
+ strongest1 = points1.selectStrongest(300);
+ strongest2 = points2.selectStrongest(300);
+
+ %matching the features with eachother
+ [fishFeatures1, points1] = extractFeatures(SampleFish1, points1);
+ [fishFeatures2, points2] = extractFeatures(SampleFish2, points2);
+
+ fishPairs = matchFeatures(fishFeatures1, fishFeatures2);
+
+ matchedFishPoints1 = points1(fishPairs(:, 1), :);
+ matchedFishPoints2 = points2(fishPairs(:, 2), :);
+
+
+ %Geometric transformation to eliminate the outliers
+ %[tform, inlierIdx] = ...
+ %estimateGeometricTransform2D(matchedFishPoints1, matchedFishPoints2, 'affine');
+ %inlierFishPoints1 = matchedFishPoints1(inlierIdx, :);
+ %inlierFishPoints2 = matchedFishPoints2(inlierIdx, :);
+
+ %creating a boxpolygon for the box around the fish
+ %boxPolygon = [1, 1;...
+ % size(SampleFish1, 2), 1;...
+ % size(SampleFish1, 2), size(SampleFish1, 1);...
+ % 1, size(SampleFish1, 1);...
+ % 1, 1];
+
+ %transformPointsForward is a forward geometric transformation based
+ %on the coordinates we get from the inlier key points
+ newBoxPolygon = transformPointsForward(tform, boxPolygon);
+
+ %draw the polygon around the fish
+ %pgon = polyshape(newBoxPolygon);
+
+ %Finding the coordinates of the SURF points of the fish in FishPoints2
+ location = matchedFishPoints2.Location;
+
+ %Setting the values of X and Y from the coordinates of the SURF
+ %points
+ LargestX = location(1);
+ LargestY = location(1, 2);
+ SmallestX = location(1);
+ SmallestY = location(1, 2);
+
+ % Looping through every SURF point finding the largest and smallest
+ % X and Y values
+ for i = 1 : matchedFishPoints2.size
+
+ if(location(i) > LargestX)
+ LargestX = location(i);
+ end
+
+ if(location(i) < SmallestX)
+ SmallestX = location(i);
+ end
+
+ if(location(i, 2) > LargestY)
+ LargestY = location(i, 2);
+ end
+
+ if(location(i, 2) < SmallestY)
+ SmallestY = location(i, 2);
+ end
+ end
+
+ % Finding the distance between the different X and Y
+ % coordinates
+ DistanceX = LargestX - SmallestX;
+ DistanceY = LargestY - SmallestY;
+
+ % The position and size of the ground truth and the bounding box
+ rectanglePosAndSize = [SmallestX SmallestY DistanceX DistanceY];
+ groundTruthPosAndSize = bboxFish(k, :);
+
+ % Drawing the figure and the bounding boxes
+ figure('visible', 'off');
+ imshow(SampleFish2);
+ rectangle('position', rectanglePosAndSize, 'edgecolor', 'r', 'linewidth',2);
+ rectangle('position', groundTruthPosAndSize, 'edgecolor', 'g', 'linewidth', 2)
+ hold on;
+ %plot(pgon)
+ title('Detected Box');
+ saveas(gcf,"./output/" + baseFileName + extension);
+ disp(rectanglePosAndSize)
+
+ fprintf(fileID, ...
+ '%s,%d,%d,%d,%d\n', ...
+ baseFileName, ...
+ round(rectanglePosAndSize(2)), ... % y1
+ round(rectanglePosAndSize(2)+rectanglePosAndSize(4)), ... %y2
+ round(rectanglePosAndSize(1)), ... % x1
+ round(rectanglePosAndSize(1)+rectanglePosAndSize(3)) ... % x2
+ );
+
+
+ catch e
+ disp("wopsie poopsie")
+ disp(baseFileName);
+ disp(e.message)
+
+ end
+
+end
+
+
+toc
+fclose(fileID);
+
+
+%disp("iou: " + iou)
diff --git a/find_fish.m b/find_fish.m
index 2679f3d2b7233211834c1e8738a12e2a915ca729..7fa609b2af09a4dcc6e499f973e51a3f1a1ee8c2 100644
--- a/find_fish.m
+++ b/find_fish.m
@@ -1,12 +1,17 @@
-%load the main image and make it an rgb
+%load the main image and make it a greyscale image
Test1 = imread('Cropped_fish1.jpg');
SampleFish1 = rgb2gray(Test1);
-%find the files to loop through
+%find the files to loop through and the output file and the ground truth
myFolder = '/home/magnus/Fish_project/Bildesett-testing/testing-numbered';
-myFolderOutput = '/home/magnus/Fish_project/SURF-output';
fileID = fopen('output/output.csv', 'w');
+truth = readmatrix('/home/magnus/Fish_project/Ground_truth/GroundTruth-numbered-only.csv');
+
+for i = 1:height(truth)
+ % Gets the bounding box from the ground truth
+ bboxFish(truth(i,1), :) = [truth(i, 4), truth(i, 2), truth(i,5)-truth(i,4), truth(i,3)-truth(i,2)];
+end
filePattern = fullfile(myFolder, '*.jpg');
@@ -17,12 +22,6 @@ tic
%For loop for comparing the SURF key points between two fish
for k = 1 : length(theFiles)
try
- % load image
- %baseFileName = theFiles(k).name;
- %fullFileName = fullfile(theFiles(k).folder, baseFileName);
- %image = rgb2gray(imread(fullFileName));
-
-
% load image
[folder, baseFileName, extension] = fileparts(fullfile(theFiles(k).folder, theFiles(k).name));
image = rgb2gray(imread(fullfile(folder, append(baseFileName,extension))));
@@ -32,104 +31,117 @@ for k = 1 : length(theFiles)
%Use the current image from the file as sample two
SampleFish2 = image;
- %Detects the key points in both images
- points1 = detectSURFFeatures(SampleFish1, 'MetricThreshold',50,'NumScaleLevels',5,'NumOctaves', 4);
- points2 = detectSURFFeatures(SampleFish2, 'MetricThreshold',50,'NumScaleLevels',5,'NumOctaves', 4);
+ %Detects the key points in both images
+ points1 = detectSURFFeatures(SampleFish1, 'MetricThreshold',50,'NumScaleLevels',5,'NumOctaves', 4);
+ points2 = detectSURFFeatures(SampleFish2, 'MetricThreshold',50,'NumScaleLevels',5,'NumOctaves', 4);
- %Find the 100 strongest key points in both the images
- strongest1 = points1.selectStrongest(300);
- strongest2 = points2.selectStrongest(300);
+ %Find the 300 strongest key points in both the images
+ strongest1 = points1.selectStrongest(300);
+ strongest2 = points2.selectStrongest(300);
- %matching the features with eachother
- [fishFeatures1, points1] = extractFeatures(SampleFish1, points1);
- [fishFeatures2, points2] = extractFeatures(SampleFish2, points2);
+ %matching the features with eachother
+ [fishFeatures1, points1] = extractFeatures(SampleFish1, points1);
+ [fishFeatures2, points2] = extractFeatures(SampleFish2, points2);
- fishPairs = matchFeatures(fishFeatures1, fishFeatures2);
+ fishPairs = matchFeatures(fishFeatures1, fishFeatures2);
- %display both images with lines between the matching key points
- matchedFishPoints1 = points1(fishPairs(:, 1), :);
- matchedFishPoints2 = points2(fishPairs(:, 2), :);
+ matchedFishPoints1 = points1(fishPairs(:, 1), :);
+ matchedFishPoints2 = points2(fishPairs(:, 2), :);
- %[tform, inlierIdx] = ...
- %estimateGeometricTransform2D(matchedFishPoints1, matchedFishPoints2, 'affine');
- %inlierFishPoints1 = matchedFishPoints1(inlierIdx, :);
- %inlierFishPoints2 = matchedFishPoints2(inlierIdx, :);
-
- boxPolygon = [1, 1;...
- size(SampleFish1, 2), 1;...
- size(SampleFish1, 2), size(SampleFish1, 1);...
- 1, size(SampleFish1, 1);...
- 1, 1];
-
- newBoxPolygon = transformPointsForward(tform, boxPolygon);
-
- %pgon = polyshape(newBoxPolygon);
-
- %A = area(pgon)
+ % Line 51 - 74 are commented out. This is for the first SURF
+ % implementation and draws the blue plygons. This is not necesarry
+ % for the final product.
+ % Geometric transformation to eliminate the outliers
+
+ %[tform, inlierIdx] = ...
+ %estimateGeometricTransform2D(matchedFishPoints1, matchedFishPoints2, 'affine');
+ %inlierFishPoints1 = matchedFishPoints1(inlierIdx, :);
+ %inlierFishPoints2 = matchedFishPoints2(inlierIdx, :);
- %disp(inlierFishPoints2(1).Location)
+ %creating a boxpolygon for the box around the fish
+
+ %boxPolygon = [1, 1;...
+ % size(SampleFish1, 2), 1;...
+ % size(SampleFish1, 2), size(SampleFish1, 1);...
+ % 1, size(SampleFish1, 1);...
+ % 1, 1];
+
+ % transformPointsForward is a forward geometric transformation based
+ % on the coordinates we get from the inlier key points
+
+ %newBoxPolygon = transformPointsForward(tform, boxPolygon);
- location = matchedFishPoints2.Location;
+ % Draw the polygon around the fish
+
+ %pgon = polyshape(newBoxPolygon);
- LargestX = location(1);
- LargestY = location(1, 2);
- SmallestX = location(1);
- SmallestY = location(1, 2);
+ % Finding the coordinates of the SURF points of the fish in FishPoints2
+ location = matchedFishPoints2.Location;
- for i = 1 : 5
+ % Setting the values of X and Y from the coordinates of the SURF
+ % points
+ LargestX = location(1);
+ LargestY = location(1, 2);
+ SmallestX = location(1);
+ SmallestY = location(1, 2);
- if(location(i) > LargestX)
- LargestX = location(i);
- end
+ % Looping through every SURF point finding the largest and smallest
+ % X and Y values
+ for i = 1 : matchedFishPoints2.size
- if(location(i) < SmallestX)
- SmallestX = location(i);
- end
+ if(location(i) > LargestX)
+ LargestX = location(i);
+ end
- if(location(i, 2) > LargestY)
- LargestY = location(i, 2);
- end
+ if(location(i) < SmallestX)
+ SmallestX = location(i);
+ end
- if(location(i, 2) < SmallestY)
- SmallestY = location(i, 2);
+ if(location(i, 2) > LargestY)
+ LargestY = location(i, 2);
+ end
+
+ if(location(i, 2) < SmallestY)
+ SmallestY = location(i, 2);
+ end
end
-
- end
-
- TopLeft = [SmallestX SmallestY];
- BottomRight = [LargestX, LargestY];
- DistanceX = LargestX - SmallestX;
- DistanceY = LargestY - SmallestY;
-
- rectanglePosAndSize = [SmallestX SmallestY DistanceX DistanceY];
-
-
- figure('visible', 'off');
- imshow(SampleFish2);
- rectangle('position', rectanglePosAndSize, 'edgecolor', 'g', 'linewidth',2);
- hold on;
- %plot(pgon)
- %title('Detected Box');
- %saveas(gcf,"./output/" + baseFileName + extension);
- disp(rectanglePosAndSize)
-
- fprintf(fileID, ...
- '%s,%d,%d,%d,%d\n', ...
- baseFileName, ...
- round(rectanglePosAndSize(2)), ... % y1
- round(rectanglePosAndSize(2)+rectanglePosAndSize(4)), ... %y2
- round(rectanglePosAndSize(1)), ... % x1
- round(rectanglePosAndSize(1)+rectanglePosAndSize(3)) ... % x2
- );
-
-
- catch e
- disp("wopsie poopsie")
- disp(baseFileName);
- disp(e.message)
+ % Finding the distance between the different X and Y
+ % coordinates
+ DistanceX = LargestX - SmallestX;
+ DistanceY = LargestY - SmallestY;
- end
+ % The position and size of the ground truth and the bounding box
+ rectanglePosAndSize = [SmallestX SmallestY DistanceX DistanceY];
+ groundTruthPosAndSize = bboxFish(k, :);
+
+ % Drawing the figure and the bounding boxes
+ figure('visible', 'off');
+ imshow(SampleFish2);
+ rectangle('position', rectanglePosAndSize, 'edgecolor', 'r', 'linewidth',2);
+ rectangle('position', groundTruthPosAndSize, 'edgecolor', 'g', 'linewidth', 2)
+ hold on;
+ %plot(pgon)
+ title('Detected Box');
+ saveas(gcf,"./output/" + baseFileName + extension);
+ disp(rectanglePosAndSize)
+
+ fprintf(fileID, ...
+ '%s,%d,%d,%d,%d\n', ...
+ baseFileName, ...
+ round(rectanglePosAndSize(2)), ... % y1
+ round(rectanglePosAndSize(2)+rectanglePosAndSize(4)), ... %y2
+ round(rectanglePosAndSize(1)), ... % x1
+ round(rectanglePosAndSize(1)+rectanglePosAndSize(3)) ... % x2
+ );
+
+
+ catch e
+ disp("wopsie poopsie")
+ disp(baseFileName);
+ disp(e.message)
+
+ end
end
diff --git a/find_fish_print.asv b/find_fish_print.asv
new file mode 100644
index 0000000000000000000000000000000000000000..261e6e1a287486699755785e9d459d66b17f60c1
--- /dev/null
+++ b/find_fish_print.asv
@@ -0,0 +1,81 @@
+
+%load the main image and make it an rgb
+Test1 = imread('Cropped_fish1.jpg');
+SampleFish1 = rgb2gray(Test1);
+
+%find the files to loop through
+myFolder = '/home/magnus/Fish_project/Bildesett-testing/testing-numbered';
+filePattern = fullfile(myFolder, '*.jpg');
+theFiles = dir(filePattern);
+
+%For loop for comparing the SURF key points between two fish
+for k = 2 %: length(theFiles)
+ % load image
+ baseFileName = theFiles(k).name;
+ fullFileName = fullfile(theFiles(k).folder, baseFileName);
+ image = rgb2gray(imread(fullFileName));
+
+ %Sample 1 is defined outside the loop
+ %Use the current image from the file as sample two
+ SampleFish2 = image;
+
+ %Detects the key points in both images
+ points1 = detectSURFFeatures(SampleFish1, 'MetricThreshold',50,'NumScaleLevels',5, 'NumOctaves', 4);
+ points2 = detectSURFFeatures(SampleFish2, 'MetricThreshold',50,'NumScaleLevels',5, 'NumOctaves', 4);
+
+ %Find the 300 strongest key points in both the images
+ strongest1 = points1.selectStrongest(300);
+ strongest2 = points2.selectStrongest(300);
+
+ %display the image with key points
+ figure
+ imshow(SampleFish1);
+ hold on; plot(strongest1);
+
+ %display the image with key points
+ figure
+ imshow(SampleFish2);
+ hold on; plot(strongest2);
+
+
+ %matching the features with eachouther
+ [fishFeatures1, points1] = extractFeatures(SampleFish1, points1);
+ [fishFeatures2, points2] = extractFeatures(SampleFish2, points2);
+
+ fishPairs = matchFeatures(fishFeatures1, fishFeatures2);
+
+ %display both images with lines between the matching key points
+ matchedFishPoints1 = points1(fishPairs(:, 1), :);
+ matchedFishPoints2 = points2(fishPairs(:, 2), :);
+ figure;
+ showMatchedFeatures(SampleFish1, SampleFish2, matchedFishPoints1, ...
+ matchedFishPoints2, 'montage');
+ title('Putatively Matched Points (Including Outliers)');
+
+ [tform, inlierIdx] = ...
+ estimateGeometricTransform2D(matchedFishPoints1, matchedFishPoints2, 'affine');
+ inlierFishPoints1 = matchedFishPoints1(inlierIdx, :);
+ inlierFishPoints2 = matchedFishPoints2(inlierIdx, :);
+
+ figure;
+ showMatchedFeatures(SampleFish1, SampleFish2, inlierFishPoints1, ...
+ inlierFishPoints2, 'montage');
+ title('Matched Points (Inliers Only)');
+
+ boxPolygon = [1, 1;...
+ size(SampleFish1, 2), 1;...
+ size(SampleFish1, 2), size(SampleFish1, 1);...
+ 1, size(SampleFish1, 1);...
+ 1, 1];
+
+ newBoxPolygon = transformPointsForward(tform, boxPolygon);
+
+ disp(newBoxPolygon(1, :))
+
+ figure;
+ imshow(SampleFish2);
+ hold on;
+ line(newBoxPolygon(:, 1), newBoxPolygon(:, 2), 'Color', 'r');
+ title('Detected Box');
+
+end
diff --git a/find_fish_print.m b/find_fish_print.m
index 0f0755b9bf9c7a8b7ed5214ce52f422f92ea56a1..190cf96c9e9329ab9293b01a5da2cf7c02b6eff8 100644
--- a/find_fish_print.m
+++ b/find_fish_print.m
@@ -8,7 +8,9 @@ myFolder = '/home/magnus/Fish_project/Bildesett-testing/testing-numbered';
filePattern = fullfile(myFolder, '*.jpg');
theFiles = dir(filePattern);
-%For loop for comparing the SURF key points between two fish
+%For loop for comparing the SURF key points between two fish. This script
+%is only for displaying the SURF points on the fish and the matching key
+%points
for k = 2 %: length(theFiles)
% load image
baseFileName = theFiles(k).name;
@@ -23,9 +25,9 @@ for k = 2 %: length(theFiles)
points1 = detectSURFFeatures(SampleFish1, 'MetricThreshold',50,'NumScaleLevels',5, 'NumOctaves', 4);
points2 = detectSURFFeatures(SampleFish2, 'MetricThreshold',50,'NumScaleLevels',5, 'NumOctaves', 4);
- %Find the 100 strongest key points in both the images
- strongest1 = points1.selectStrongest(200);
- strongest2 = points2.selectStrongest(200);
+ %Find the 300 strongest key points in both the images
+ strongest1 = points1.selectStrongest(300);
+ strongest2 = points2.selectStrongest(300);
%display the image with key points
figure
@@ -62,22 +64,5 @@ for k = 2 %: length(theFiles)
inlierFishPoints2, 'montage');
title('Matched Points (Inliers Only)');
- boxPolygon = [1, 1;...
- size(SampleFish1, 2), 1;...
- size(SampleFish1, 2), size(SampleFish1, 1);...
- 1, size(SampleFish1, 1);...
- 1, 1];
- newBoxPolygon = transformPointsForward(tform, boxPolygon);
-
- disp(newBoxPolygon(1, :))
-
-
-
- figure;
- imshow(SampleFish2);
- hold on;
- line(newBoxPolygon(:, 1), newBoxPolygon(:, 2), 'Color', 'r');
- title('Detected Box');
-
end
diff --git a/house.jpg b/house.jpg
deleted file mode 100644
index c4296631fa1c584e45cd3f03815868f17640bc97..0000000000000000000000000000000000000000
Binary files a/house.jpg and /dev/null differ
diff --git a/iou.m b/iou.m
index 5cb1461a14416ba9368b51fdee80ecd2fbe8dc6d..fd16da61e38d0ce1b0f784f7b52881a973e4e12b 100644
--- a/iou.m
+++ b/iou.m
@@ -1,5 +1,5 @@
function score = iou
-truth = readmatrix('GroundTruth-numbered-only.csv');
+truth = readmatrix('/home/magnus/Fish_project/Ground_truth/GroundTruth-numbered-only.csv');
tmpltTruth = readmatrix('output/output.csv');
score = 0;
diff --git a/output/0001.jpg b/output/0001.jpg
index e02e89fa364a2bc56e8ec3c6ef0c8e37575823e0..98de69bda1ca5c6a2e5340414e3ad45ecd04feca 100644
Binary files a/output/0001.jpg and b/output/0001.jpg differ
diff --git a/output/0002.jpg b/output/0002.jpg
index 304eafc42cf0fff699a2788a5920146f3d5b5d4c..ee95c77fcbc91eb57488940aa46031d11cdebd2b 100644
Binary files a/output/0002.jpg and b/output/0002.jpg differ
diff --git a/output/0003.jpg b/output/0003.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a28f8639164d509a8a1472b8d0be9bea5e54e832
Binary files /dev/null and b/output/0003.jpg differ
diff --git a/output/0004.jpg b/output/0004.jpg
index 0c735b1bb4c65043057dadc9a3633cccf090abd9..cd21da65c27be7d00e40762e3264a4247917fbcf 100644
Binary files a/output/0004.jpg and b/output/0004.jpg differ
diff --git a/output/0005.jpg b/output/0005.jpg
index b908598c50964ed14898d70b8a4414476ade067d..cf70d41fb8d6b2c527f727ff6aa8adf9fbe30351 100644
Binary files a/output/0005.jpg and b/output/0005.jpg differ
diff --git a/output/0006.jpg b/output/0006.jpg
index 860c7710a9ffc4371f80eb472bd1c8e27fbdedd4..00892b5f6f21b054fb82b8da7efb1830ffb386ca 100644
Binary files a/output/0006.jpg and b/output/0006.jpg differ
diff --git a/output/0007.jpg b/output/0007.jpg
index b424cdce5c4bbd6ed18b064b6b0b445546df088e..91fc354935e90dbe03ed67827439437e36a8343f 100644
Binary files a/output/0007.jpg and b/output/0007.jpg differ
diff --git a/output/0008.jpg b/output/0008.jpg
index 2feaf357b4155c580509f522d2518064f2b61a7d..b22a4499ba1ae535dcf582ac37a59fe1b833c8e8 100644
Binary files a/output/0008.jpg and b/output/0008.jpg differ
diff --git a/output/0009.jpg b/output/0009.jpg
index 56b892afca10ebc7bf8d8c8ad02390ac76821171..81b14c070f41f7b3a8cde1aebb697e031a0700e2 100644
Binary files a/output/0009.jpg and b/output/0009.jpg differ
diff --git a/output/0010.jpg b/output/0010.jpg
index 841ff23f227db7bbb5c56ecafa7f843906838097..c35123a31a923ca43c6e85431067b60f634ebd30 100644
Binary files a/output/0010.jpg and b/output/0010.jpg differ
diff --git a/output/0011.jpg b/output/0011.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d87c7d0b0eeae546ee159492ea1d2b45bff4be93
Binary files /dev/null and b/output/0011.jpg differ
diff --git a/output/0012.jpg b/output/0012.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..81566102d7ba7013abf0469f6005f46aa61e356f
Binary files /dev/null and b/output/0012.jpg differ
diff --git a/output/0013.jpg b/output/0013.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b5c12bc65c4687bc67d82ad777581fa3f5edde0d
Binary files /dev/null and b/output/0013.jpg differ
diff --git a/output/0015.jpg b/output/0015.jpg
index 09e268f8986925c8e2659692e62cd2b0e0f2e373..eefe46736c96d3bc47154985b42eb44c1d718ce8 100644
Binary files a/output/0015.jpg and b/output/0015.jpg differ
diff --git a/output/0016.jpg b/output/0016.jpg
index 0148f84379d822bf7b22240e66835264a10b7487..5671b83ba9b52f20e75ce1717730667564067628 100644
Binary files a/output/0016.jpg and b/output/0016.jpg differ
diff --git a/output/0017.jpg b/output/0017.jpg
index d4a32d8720438c5f1860997ea434d1f410ac7cd5..df0e9fa804be394f71a5f4aedc07b1c787142c95 100644
Binary files a/output/0017.jpg and b/output/0017.jpg differ
diff --git a/output/0018.jpg b/output/0018.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..23a54bc59919332eb62023e2cea3281df37f79d0
Binary files /dev/null and b/output/0018.jpg differ
diff --git a/output/0019.jpg b/output/0019.jpg
index b1c513413273a4b192029459e9915e991f6e824b..4fe699b5752b1d4a5aff6a09db223ac9d029fdf0 100644
Binary files a/output/0019.jpg and b/output/0019.jpg differ
diff --git a/output/0020.jpg b/output/0020.jpg
index 2d0166a9c6fcb9cdf2b05202c63e3ca9632f8efb..3ef45ae5f00b7826501b2900992f9552e3533ef7 100644
Binary files a/output/0020.jpg and b/output/0020.jpg differ
diff --git a/output/0021.jpg b/output/0021.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1107798ac7d2e5112696e4a00085677b52f16950
Binary files /dev/null and b/output/0021.jpg differ
diff --git a/output/0022.jpg b/output/0022.jpg
index 96a738505558dfecc19dee277365dc8792ee3d0a..bc89975581bf8263380a95e6b18b1ba6867b4cfc 100644
Binary files a/output/0022.jpg and b/output/0022.jpg differ
diff --git a/output/0023.jpg b/output/0023.jpg
index 43b5fd69de6550f0159ced704f0e90d404021984..d1b63d349ee59f23327d1f748cf77217d6e5bafb 100644
Binary files a/output/0023.jpg and b/output/0023.jpg differ
diff --git a/output/0024.jpg b/output/0024.jpg
index 9fe35dab8e1773c882ac5b5ff2c66af3db1fe87d..ee8dafa3f2299af589d0491ea7a9d3317df30cfe 100644
Binary files a/output/0024.jpg and b/output/0024.jpg differ
diff --git a/output/0025.jpg b/output/0025.jpg
index e40b5b59ecb77969e74428ad36370b9517618c32..f1c23e089464498ddabecb6eea22bd0819e33463 100644
Binary files a/output/0025.jpg and b/output/0025.jpg differ
diff --git a/output/0026.jpg b/output/0026.jpg
index 8454a5a8eadc3953e671d19a1df509bb2f962714..68a6687927d9910db3e816077986e4655b38e72f 100644
Binary files a/output/0026.jpg and b/output/0026.jpg differ
diff --git a/output/0027.jpg b/output/0027.jpg
index 45aa7ca19adab51ebae7b45202a5270a4b0392c5..fe01bd172522a64b8c0ce190bab37d7f6b95b875 100644
Binary files a/output/0027.jpg and b/output/0027.jpg differ
diff --git a/output/0028.jpg b/output/0028.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f555edc07a789822c61ac3983f7e3dbc365e5bd6
Binary files /dev/null and b/output/0028.jpg differ
diff --git a/output/0029.jpg b/output/0029.jpg
index 31958ea97381cf132ab6d1cde7b087d357f57f94..6ca91940c437bc0e5047be6752ba21d8ebe0f1df 100644
Binary files a/output/0029.jpg and b/output/0029.jpg differ
diff --git a/output/0030.jpg b/output/0030.jpg
index 7e1eac89434c43ad280d27427a768ae76242c2a2..41e32ef562df6d3497bc3ba7d995d96b5a63bf5d 100644
Binary files a/output/0030.jpg and b/output/0030.jpg differ
diff --git a/output/0031.jpg b/output/0031.jpg
index 382cd272a12250c0b827241a4b278e8e962e4570..d668801ccfceb810be91b1a9010d143b4b72f934 100644
Binary files a/output/0031.jpg and b/output/0031.jpg differ
diff --git a/output/0032.jpg b/output/0032.jpg
index 78feb5b3f82961a6e3a2e0ce3e18fe1e8e34784b..ef52bc83c2d2d5d919232b47c4ba970051d530e9 100644
Binary files a/output/0032.jpg and b/output/0032.jpg differ
diff --git a/output/0033.jpg b/output/0033.jpg
index c5725627dd4a179d0ea75262b5508c597bacaac8..62e0995669280e68aac6001fd62f4f02557fd5ae 100644
Binary files a/output/0033.jpg and b/output/0033.jpg differ
diff --git a/output/0034.jpg b/output/0034.jpg
index 2e323dc96b28187859e0e3c1c8f7535d5d316406..c72db058b181c84fdd08917ee54ae80ae7bff009 100644
Binary files a/output/0034.jpg and b/output/0034.jpg differ
diff --git a/output/0035.jpg b/output/0035.jpg
index fd8fab964f964bda217ee0347b7f246c534b58ec..1239c513901d189ce44934d7ffd59927190a3965 100644
Binary files a/output/0035.jpg and b/output/0035.jpg differ
diff --git a/output/0036.jpg b/output/0036.jpg
index 72a9cfe0f43f94aa964cc39af08bf3a220a4cdaa..a589336954cba7cdc7314e694af5060c1b9221b3 100644
Binary files a/output/0036.jpg and b/output/0036.jpg differ
diff --git a/output/0037.jpg b/output/0037.jpg
index a8441dce692e70d79362cf7a588d787fcf5ea961..c096f6345e2756c5c0dcdfec41867ad20932b5f7 100644
Binary files a/output/0037.jpg and b/output/0037.jpg differ
diff --git a/output/0038.jpg b/output/0038.jpg
index f20da633caab3f84bdbe641d458676af316e9895..2c7691fa47179ed70c426baad4ca19828c683b4c 100644
Binary files a/output/0038.jpg and b/output/0038.jpg differ
diff --git a/output/0039.jpg b/output/0039.jpg
index e42c64a24fcb580ad73d5277feac685ee01fe4bf..9b56d410db2edb240787c5751e9e8f9ab329c7d1 100644
Binary files a/output/0039.jpg and b/output/0039.jpg differ
diff --git a/output/0040.jpg b/output/0040.jpg
index 0c8e40001d659203b069cf11dd28f82fe4a17546..3c737a05f140194a98b0107cfb4af72bc074b891 100644
Binary files a/output/0040.jpg and b/output/0040.jpg differ
diff --git a/output/0041.jpg b/output/0041.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c373ef53ccbd4c1a81ed39ddde187747415b16ff
Binary files /dev/null and b/output/0041.jpg differ
diff --git a/output/0042.jpg b/output/0042.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5600cce03fc86b8ebbdc2b79c28b5c60fa832d27
Binary files /dev/null and b/output/0042.jpg differ
diff --git a/output/0043.jpg b/output/0043.jpg
index d1a48127b3f2e361e2603ba55eeeed1e8ba207d3..ec5f5633bcefda73a80ce1554bf855230ca75add 100644
Binary files a/output/0043.jpg and b/output/0043.jpg differ
diff --git a/output/0044.jpg b/output/0044.jpg
index 84de2ae6b5b5aa9af4ca2bb2514cae98c9b4b41f..573b207a9fa7929db265650ddc249acb4ecff193 100644
Binary files a/output/0044.jpg and b/output/0044.jpg differ
diff --git a/output/0045.jpg b/output/0045.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b14d50b8b4360c742a6d0e9759fbbfa150783d31
Binary files /dev/null and b/output/0045.jpg differ
diff --git a/output/0046.jpg b/output/0046.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d94a5145d48bbe70dad162b9d770b586bafdcf56
Binary files /dev/null and b/output/0046.jpg differ
diff --git a/output/0047.jpg b/output/0047.jpg
index a0325d3589df66eade37083d7dfa99bb02738597..c77df5ab22e4eb5ba373c4c528c180b68458cdd0 100644
Binary files a/output/0047.jpg and b/output/0047.jpg differ
diff --git a/output/0048.jpg b/output/0048.jpg
index 6dcd9c18223f5504ba48518ba8ba6316827b9a68..8416aeaf9608c603ed4af7a1d4437249e21a40e1 100644
Binary files a/output/0048.jpg and b/output/0048.jpg differ
diff --git a/output/0049.jpg b/output/0049.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2fdc16c5b9607237199b3ad5c82975b53883b121
Binary files /dev/null and b/output/0049.jpg differ
diff --git a/output/0050.jpg b/output/0050.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c001c7acab7ff51ec0c935a6c0c3dcf7279f5302
Binary files /dev/null and b/output/0050.jpg differ
diff --git a/output/output.csv b/output/output.csv
index 8d8ac939a9629cb62396eb544c6667c4c052d24c..1d33fce520bab9db43a56b2fbc167e71752d8214 100644
--- a/output/output.csv
+++ b/output/output.csv
@@ -1,42 +1,45 @@
0001,334,383,58,476
-0002,129,129,141,141
-0004,582,840,875,1168
+0004,582,926,875,1168
0005,880,900,177,213
-0006,497,761,167,365
-0007,402,867,549,767
-0008,655,712,35,203
+0006,438,761,100,399
+0007,402,867,498,767
+0008,616,712,35,223
0009,69,653,187,607
-0010,129,579,56,191
+0010,124,598,55,205
0011,69,228,74,243
0012,435,824,131,405
0013,213,221,87,598
-0015,292,331,310,749
+0015,243,460,149,749
0016,548,958,519,978
-0017,225,419,1304,1638
-0019,608,746,215,632
-0020,502,642,381,593
-0022,573,606,352,782
-0023,522,743,111,173
-0024,297,460,1520,1852
-0025,368,503,430,656
-0026,477,574,344,770
-0027,59,603,364,1829
-0028,276,480,700,1036
-0029,314,445,440,763
-0030,526,664,339,696
-0031,516,666,730,1086
-0032,45,480,198,647
-0033,470,629,246,696
+0017,225,419,1304,1751
+0018,226,727,169,810
+0019,14,746,101,738
+0020,502,642,380,593
+0022,513,693,250,782
+0023,494,743,100,173
+0024,297,460,1363,1852
+0025,368,503,338,804
+0026,471,673,192,771
+0027,59,701,364,1829
+0028,276,485,700,1036
+0029,290,445,440,763
+0030,230,702,170,771
+0031,250,694,290,1086
+0032,45,480,198,696
+0033,462,644,149,1253
0034,104,228,493,750
-0035,14,692,173,1091
-0036,436,689,428,846
-0037,24,167,87,199
-0038,127,167,98,131
-0039,111,111,715,715
+0035,14,692,173,1227
+0036,263,689,173,846
+0037,24,170,53,506
+0038,12,167,98,177
+0039,84,169,12,722
0040,115,122,711,718
-0043,95,160,290,919
+0041,52,100,329,379
+0042,39,104,468,525
+0043,59,168,290,919
0044,96,143,30,310
0045,57,157,231,336
0047,135,182,56,282
-0048,14,135,27,768
-0049,79,133,185,201
+0048,14,189,27,768
+0049,74,140,177,201
+0050,141,177,18,400