diff --git "a/src/cache/val_df.csv" "b/src/cache/val_df.csv"
--- "a/src/cache/val_df.csv"
+++ "b/src/cache/val_df.csv"
@@ -1,1076 +1,1447 @@
-path,target,original,encoded_target,split,pred,correct,_path
-02f4b3be2d.jpg,antelope,1,0,val,antelope,True,02f4b3be2d.jpg
-0c16ef86c0.jpg,antelope,1,0,val,antelope,True,0c16ef86c0.jpg
-0fe7076f06.jpg,antelope,1,0,val,antelope,True,0fe7076f06.jpg
-1d3c6105c9.jpg,antelope,1,0,val,raccoon,False,1d3c6105c9.jpg
-37fccb303f.jpg,antelope,1,0,val,antelope,True,37fccb303f.jpg
-3a3ea34fb6.jpg,antelope,1,0,val,antelope,True,3a3ea34fb6.jpg
-41d70d1f6b.jpg,antelope,1,0,val,antelope,True,41d70d1f6b.jpg
-4e5b190ff0.jpg,antelope,1,0,val,antelope,True,4e5b190ff0.jpg
-71e7414274.jpg,antelope,1,0,val,antelope,True,71e7414274.jpg
-8bab6ca1d3.jpg,antelope,1,0,val,antelope,True,8bab6ca1d3.jpg
-028efe8aab.jpg,badger,1,1,val,badger,True,028efe8aab.jpg
-14d27983c0.jpg,badger,1,1,val,badger,True,14d27983c0.jpg
-26edf44cd9.jpg,badger,1,1,val,badger,True,26edf44cd9.jpg
-2a8b186a9d.jpg,badger,1,1,val,badger,True,2a8b186a9d.jpg
-37a4e3ef89.jpg,badger,1,1,val,badger,True,37a4e3ef89.jpg
-3e9f67e828.jpg,badger,1,1,val,badger,True,3e9f67e828.jpg
-4b889c5467.jpg,badger,1,1,val,badger,True,4b889c5467.jpg
-5c5d9cb086.jpg,badger,1,1,val,badger,True,5c5d9cb086.jpg
-63d7c3e6d0.jpg,badger,1,1,val,badger,True,63d7c3e6d0.jpg
-68d85c376b.jpg,badger,1,1,val,badger,True,68d85c376b.jpg
-6f6978e81e.jpg,badger,1,1,val,badger,True,6f6978e81e.jpg
-709f331442.jpg,badger,1,1,val,badger,True,709f331442.jpg
-8d46358cff.jpg,badger,1,1,val,badger,True,8d46358cff.jpg
-330e4a8053.jpg,bat,1,2,val,bat,True,330e4a8053.jpg
-3ab1cafd39.jpg,bat,1,2,val,bat,True,3ab1cafd39.jpg
-3d1dda7723.jpg,bat,1,2,val,bat,True,3d1dda7723.jpg
-461e95198f.jpg,bat,1,2,val,bat,True,461e95198f.jpg
-5b8a9fd24f.jpg,bat,1,2,val,bat,True,5b8a9fd24f.jpg
-6b4b95f0c4.jpg,bat,1,2,val,mouse,False,6b4b95f0c4.jpg
-7e7b7d9ed7.jpg,bat,1,2,val,bat,True,7e7b7d9ed7.jpg
-80fae36821.jpg,bat,1,2,val,bat,True,80fae36821.jpg
-852ea40aff.jpg,bat,1,2,val,bat,True,852ea40aff.jpg
-86f12c02c6.jpg,bat,1,2,val,bat,True,86f12c02c6.jpg
-093836b753.jpg,bear,1,3,val,bear,True,093836b753.jpg
-1b890605d5.jpg,bear,1,3,val,bear,True,1b890605d5.jpg
-1eda26b7f5.jpg,bear,1,3,val,bear,True,1eda26b7f5.jpg
-283a497e0e.jpg,bear,1,3,val,bear,True,283a497e0e.jpg
-28cf1633e6.jpg,bear,1,3,val,bear,True,28cf1633e6.jpg
-385cd10acb.jpg,bear,1,3,val,bear,True,385cd10acb.jpg
-4ab1a3197a.jpg,bear,1,3,val,bear,True,4ab1a3197a.jpg
-4e7dc3eb5f.jpg,bear,1,3,val,bear,True,4e7dc3eb5f.jpg
-6bee43b688.jpg,bear,1,3,val,bear,True,6bee43b688.jpg
-6d4f05236d.jpg,bear,1,3,val,porcupine,False,6d4f05236d.jpg
-831f7bd81b.jpg,bear,1,3,val,bear,True,831f7bd81b.jpg
-86581a8ae9.jpg,bear,1,3,val,bear,True,86581a8ae9.jpg
-0d562e4829.jpg,bee,1,4,val,bee,True,0d562e4829.jpg
-1cb123c4e9.jpg,bee,1,4,val,bee,True,1cb123c4e9.jpg
-2e3d7a7bd4.jpg,bee,1,4,val,bee,True,2e3d7a7bd4.jpg
-3d28692ff1.jpg,bee,1,4,val,bee,True,3d28692ff1.jpg
-402ec9cd1b.jpg,bee,1,4,val,bee,True,402ec9cd1b.jpg
-47a87d7786.jpg,bee,1,4,val,bee,True,47a87d7786.jpg
-5267f18ec9.jpg,bee,1,4,val,bee,True,5267f18ec9.jpg
-5b2a142324.jpg,bee,1,4,val,bee,True,5b2a142324.jpg
-5f4eacc507.jpg,bee,1,4,val,bee,True,5f4eacc507.jpg
-60d72b6d7f.jpg,bee,1,4,val,bee,True,60d72b6d7f.jpg
-6bf580fcf5.jpg,bee,1,4,val,bee,True,6bf580fcf5.jpg
-6da86c5015.jpg,bee,1,4,val,bee,True,6da86c5015.jpg
-8af6a1eacd.jpg,bee,1,4,val,bee,True,8af6a1eacd.jpg
-8c4b1f330a.jpg,bee,1,4,val,bee,True,8c4b1f330a.jpg
-8e3037a963.jpg,bee,1,4,val,fly,False,8e3037a963.jpg
-05f1f4c7c8.jpg,beetle,1,5,val,ladybugs,False,05f1f4c7c8.jpg
-0f7582cad7.jpg,beetle,1,5,val,beetle,True,0f7582cad7.jpg
-143b7c5d00.jpg,beetle,1,5,val,beetle,True,143b7c5d00.jpg
-1ae9801eb0.jpg,beetle,1,5,val,beetle,True,1ae9801eb0.jpg
-34ce20c163.jpg,beetle,1,5,val,cockroach,False,34ce20c163.jpg
-5a2117fccb.jpg,beetle,1,5,val,beetle,True,5a2117fccb.jpg
-5dc296bee2.jpg,beetle,1,5,val,beetle,True,5dc296bee2.jpg
-5dfc1af2a8.jpg,beetle,1,5,val,beetle,True,5dfc1af2a8.jpg
-62cfac2a19.jpg,beetle,1,5,val,beetle,True,62cfac2a19.jpg
-6670d76613.jpg,beetle,1,5,val,beetle,True,6670d76613.jpg
-711b1b0b99.jpg,beetle,1,5,val,beetle,True,711b1b0b99.jpg
-133ca596fe.jpg,bison,1,6,val,bison,True,133ca596fe.jpg
-1e727a98f4.jpg,bison,1,6,val,bison,True,1e727a98f4.jpg
-1fe7411d04.jpg,bison,1,6,val,bison,True,1fe7411d04.jpg
-2e25157a7f.jpg,bison,1,6,val,bison,True,2e25157a7f.jpg
-2fe9812e0d.jpg,bison,1,6,val,bison,True,2fe9812e0d.jpg
-3ac6b41fff.jpg,bison,1,6,val,bison,True,3ac6b41fff.jpg
-4296ac8525.jpg,bison,1,6,val,bison,True,4296ac8525.jpg
-59c044d6bb.jpg,bison,1,6,val,bison,True,59c044d6bb.jpg
-68fe235aec.jpg,bison,1,6,val,bison,True,68fe235aec.jpg
-79e1610d01.jpg,bison,1,6,val,bison,True,79e1610d01.jpg
-862e2c6379.jpg,bison,1,6,val,bison,True,862e2c6379.jpg
-0b2e935388.jpg,boar,1,7,val,boar,True,0b2e935388.jpg
-13e49ce33a.jpg,boar,1,7,val,boar,True,13e49ce33a.jpg
-287ebb3999.jpg,boar,1,7,val,boar,True,287ebb3999.jpg
-2bec6d90a6.jpg,boar,1,7,val,pig,False,2bec6d90a6.jpg
-3c34dc709e.jpg,boar,1,7,val,boar,True,3c34dc709e.jpg
-5d4baab2e0.jpg,boar,1,7,val,boar,True,5d4baab2e0.jpg
-61c314e564.jpg,boar,1,7,val,boar,True,61c314e564.jpg
-62aaa0057f.jpg,boar,1,7,val,boar,True,62aaa0057f.jpg
-911a9d2f67.jpg,boar,1,7,val,boar,True,911a9d2f67.jpg
-016caf0681.jpg,butterfly,1,8,val,butterfly,True,016caf0681.jpg
-11ccf63df4.jpg,butterfly,1,8,val,butterfly,True,11ccf63df4.jpg
-1c1de9b3a2.jpg,butterfly,1,8,val,butterfly,True,1c1de9b3a2.jpg
-1c382b3385.jpg,butterfly,1,8,val,butterfly,True,1c382b3385.jpg
-2c1d889764.jpg,butterfly,1,8,val,butterfly,True,2c1d889764.jpg
-2c514531e1.jpg,butterfly,1,8,val,butterfly,True,2c514531e1.jpg
-3720ca97bc.jpg,butterfly,1,8,val,butterfly,True,3720ca97bc.jpg
-3fd3aebc4b.jpg,butterfly,1,8,val,butterfly,True,3fd3aebc4b.jpg
-409ab5f2f9.jpg,butterfly,1,8,val,butterfly,True,409ab5f2f9.jpg
-4830c4207b.jpg,butterfly,1,8,val,butterfly,True,4830c4207b.jpg
-48c662d1ce.jpg,butterfly,1,8,val,moth,False,48c662d1ce.jpg
-4d0bb88054.jpg,butterfly,1,8,val,butterfly,True,4d0bb88054.jpg
-60e6114a8a.jpg,butterfly,1,8,val,butterfly,True,60e6114a8a.jpg
-60eb7f058d.jpg,butterfly,1,8,val,butterfly,True,60eb7f058d.jpg
-6a09b0f37d.jpg,butterfly,1,8,val,butterfly,True,6a09b0f37d.jpg
-88cb3b58df.jpg,butterfly,1,8,val,butterfly,True,88cb3b58df.jpg
-903cb5fb73.jpg,butterfly,1,8,val,butterfly,True,903cb5fb73.jpg
-094ac674a9.jpg,cat,1,9,val,cat,True,094ac674a9.jpg
-11883c3dd8.jpg,cat,1,9,val,coyote,False,11883c3dd8.jpg
-124eecb74f.jpg,cat,1,9,val,cat,True,124eecb74f.jpg
-31ae8d36b6.jpg,cat,1,9,val,cat,True,31ae8d36b6.jpg
-3f3a2aaef2.jpg,cat,1,9,val,cat,True,3f3a2aaef2.jpg
-4815f8dfaa.jpg,cat,1,9,val,cat,True,4815f8dfaa.jpg
-4c6ff6dae0.jpg,cat,1,9,val,cat,True,4c6ff6dae0.jpg
-612c521481.jpg,cat,1,9,val,kangaroo,False,612c521481.jpg
-6296ca5ccf.jpg,cat,1,9,val,cat,True,6296ca5ccf.jpg
-66548aefad.jpg,cat,1,9,val,cat,True,66548aefad.jpg
-78359cbe21.jpg,cat,1,9,val,cat,True,78359cbe21.jpg
-7f923c6676.jpg,cat,1,9,val,cat,True,7f923c6676.jpg
-83e8a824a2.jpg,cat,1,9,val,cat,True,83e8a824a2.jpg
-8d88a86d91.jpg,cat,1,9,val,cat,True,8d88a86d91.jpg
-15f1a5e01b.jpg,caterpillar,1,10,val,caterpillar,True,15f1a5e01b.jpg
-2c50e40a8b.jpg,caterpillar,1,10,val,caterpillar,True,2c50e40a8b.jpg
-34db02880e.jpg,caterpillar,1,10,val,caterpillar,True,34db02880e.jpg
-3deb656a30.jpg,caterpillar,1,10,val,caterpillar,True,3deb656a30.jpg
-48eac9ee9c.jpg,caterpillar,1,10,val,porcupine,False,48eac9ee9c.jpg
-4d0bbbe1f2.jpg,caterpillar,1,10,val,turtle,False,4d0bbbe1f2.jpg
-76f7cd4741.jpg,caterpillar,1,10,val,grasshopper,False,76f7cd4741.jpg
-7a3c24402a.jpg,caterpillar,1,10,val,caterpillar,True,7a3c24402a.jpg
-98ba8cc2ee.jpg,caterpillar,1,10,val,caterpillar,True,98ba8cc2ee.jpg
-054bb376ed.jpg,chimpanzee,1,11,val,chimpanzee,True,054bb376ed.jpg
-0cb5551052.jpg,chimpanzee,1,11,val,chimpanzee,True,0cb5551052.jpg
-1b1063f785.jpg,chimpanzee,1,11,val,chimpanzee,True,1b1063f785.jpg
-52b631552c.jpg,chimpanzee,1,11,val,chimpanzee,True,52b631552c.jpg
-59de383d63.jpg,chimpanzee,1,11,val,chimpanzee,True,59de383d63.jpg
-5fabe85cb5.jpg,chimpanzee,1,11,val,orangutan,False,5fabe85cb5.jpg
-80e231dd02.jpg,chimpanzee,1,11,val,chimpanzee,True,80e231dd02.jpg
-86ae41968d.jpg,chimpanzee,1,11,val,chimpanzee,True,86ae41968d.jpg
-8bad34ec63.jpg,chimpanzee,1,11,val,chimpanzee,True,8bad34ec63.jpg
-8e2552b16f.jpg,chimpanzee,1,11,val,chimpanzee,True,8e2552b16f.jpg
-97ac23148b.jpg,chimpanzee,1,11,val,chimpanzee,True,97ac23148b.jpg
-9f1cfcc240.jpg,chimpanzee,1,11,val,chimpanzee,True,9f1cfcc240.jpg
-134e3b63f4.jpg,cockroach,1,12,val,cockroach,True,134e3b63f4.jpg
-282848eb9b.jpg,cockroach,1,12,val,cockroach,True,282848eb9b.jpg
-2a90c93477.jpg,cockroach,1,12,val,cockroach,True,2a90c93477.jpg
-34e755b97b.jpg,cockroach,1,12,val,cockroach,True,34e755b97b.jpg
-36b664fbf6.jpg,cockroach,1,12,val,cockroach,True,36b664fbf6.jpg
-42cb010423.jpg,cockroach,1,12,val,cockroach,True,42cb010423.jpg
-50a79c35fb.jpg,cockroach,1,12,val,cockroach,True,50a79c35fb.jpg
-6f5e4d9070.jpg,cockroach,1,12,val,cockroach,True,6f5e4d9070.jpg
-72506a4f2c.jpg,cockroach,1,12,val,cockroach,True,72506a4f2c.jpg
-8be08247fc.jpg,cockroach,1,12,val,cockroach,True,8be08247fc.jpg
-92a890f0ec.jpg,cockroach,1,12,val,cockroach,True,92a890f0ec.jpg
-0dc9f0e83d.jpg,cow,1,13,val,horse,False,0dc9f0e83d.jpg
-128fc39904.jpg,cow,1,13,val,ox,False,128fc39904.jpg
-177bc31f99.jpg,cow,1,13,val,cow,True,177bc31f99.jpg
-1bdb6f9696.jpg,cow,1,13,val,pig,False,1bdb6f9696.jpg
-2515fc48ed.jpg,cow,1,13,val,cow,True,2515fc48ed.jpg
-30e10509da.jpg,cow,1,13,val,cow,True,30e10509da.jpg
-361e677a43.jpg,cow,1,13,val,cow,True,361e677a43.jpg
-3d64a8f546.jpg,cow,1,13,val,cow,True,3d64a8f546.jpg
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-6496eb14c0.jpg,cow,1,13,val,cow,True,6496eb14c0.jpg
-6cccda21bb.jpg,cow,1,13,val,cow,True,6cccda21bb.jpg
-7ea35b2c27.jpg,cow,1,13,val,ox,False,7ea35b2c27.jpg
-8005f47721.jpg,cow,1,13,val,cow,True,8005f47721.jpg
-80f5e8d84a.jpg,cow,1,13,val,cow,True,80f5e8d84a.jpg
-88ce8d773f.jpg,cow,1,13,val,cow,True,88ce8d773f.jpg
-928bda9343.jpg,cow,1,13,val,cow,True,928bda9343.jpg
-987aa8b95e.jpg,cow,1,13,val,cow,True,987aa8b95e.jpg
-0a151f5c78.jpg,coyote,1,14,val,hare,False,0a151f5c78.jpg
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-232c360323.jpg,coyote,1,14,val,coyote,True,232c360323.jpg
-36f0afcd07.jpg,coyote,1,14,val,coyote,True,36f0afcd07.jpg
-5ccaa39d41.jpg,coyote,1,14,val,coyote,True,5ccaa39d41.jpg
-64fd30d622.jpg,coyote,1,14,val,coyote,True,64fd30d622.jpg
-6d9a76149f.jpg,coyote,1,14,val,coyote,True,6d9a76149f.jpg
-81f495ab7d.jpg,coyote,1,14,val,coyote,True,81f495ab7d.jpg
-044edccd83.jpg,crab,1,15,val,crab,True,044edccd83.jpg
-0615c19b25.jpg,crab,1,15,val,crab,True,0615c19b25.jpg
-0a37acd141.jpg,crab,1,15,val,crab,True,0a37acd141.jpg
-103bfb5679.jpg,crab,1,15,val,crab,True,103bfb5679.jpg
-15b1fc2157.jpg,crab,1,15,val,crab,True,15b1fc2157.jpg
-244ef898cd.jpg,crab,1,15,val,crab,True,244ef898cd.jpg
-6bba319305.jpg,crab,1,15,val,crab,True,6bba319305.jpg
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-7f65b9bf02.jpg,crab,1,15,val,crab,True,7f65b9bf02.jpg
-03c7cea31f.jpg,crow,1,16,val,crow,True,03c7cea31f.jpg
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-4df1dc7310.jpg,crow,1,16,val,crow,True,4df1dc7310.jpg
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-98aa731ab3.jpg,crow,1,16,val,crow,True,98aa731ab3.jpg
-06ab7583e7.jpg,deer,1,17,val,deer,True,06ab7583e7.jpg
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-1bd462a4d8.jpg,deer,1,17,val,deer,True,1bd462a4d8.jpg
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-5f80ee6618.jpg,deer,1,17,val,deer,True,5f80ee6618.jpg
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-73ab2632db.jpg,deer,1,17,val,deer,True,73ab2632db.jpg
-82ce24d8fa.jpg,deer,1,17,val,deer,True,82ce24d8fa.jpg
-0d33157df8.jpg,dog,1,18,val,dog,True,0d33157df8.jpg
-1d97824ca1.jpg,dog,1,18,val,dog,True,1d97824ca1.jpg
-41f5881bb6.jpg,dog,1,18,val,dog,True,41f5881bb6.jpg
-4db9316411.jpg,dog,1,18,val,dog,True,4db9316411.jpg
-4ddebbca9a.jpg,dog,1,18,val,dog,True,4ddebbca9a.jpg
-6be2081479.jpg,dog,1,18,val,dog,True,6be2081479.jpg
-7a42ed2c8d.jpg,dog,1,18,val,dog,True,7a42ed2c8d.jpg
-7a47b70b45.jpg,dog,1,18,val,dog,True,7a47b70b45.jpg
-7b0c4e73fd.jpg,dog,1,18,val,dog,True,7b0c4e73fd.jpg
-8edafffd38.jpg,dog,1,18,val,seal,False,8edafffd38.jpg
-0a5b50e05e.jpg,dolphin,1,19,val,dolphin,True,0a5b50e05e.jpg
-2eb0feaa3a.jpg,dolphin,1,19,val,dolphin,True,2eb0feaa3a.jpg
-3c49678251.jpg,dolphin,1,19,val,octopus,False,3c49678251.jpg
-42e2859970.jpg,dolphin,1,19,val,dolphin,True,42e2859970.jpg
-4a8c89c0a2.jpg,dolphin,1,19,val,dolphin,True,4a8c89c0a2.jpg
-66aaecc3f1.jpg,dolphin,1,19,val,dolphin,True,66aaecc3f1.jpg
-6a50aa18cd.jpg,dolphin,1,19,val,dolphin,True,6a50aa18cd.jpg
-78cf85897b.jpg,dolphin,1,19,val,dolphin,True,78cf85897b.jpg
-7ba6fd1fd2.jpg,dolphin,1,19,val,dolphin,True,7ba6fd1fd2.jpg
-7cc3758d67.jpg,dolphin,1,19,val,dolphin,True,7cc3758d67.jpg
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-4a291fe31f.jpg,elephant,1,24,val,elephant,True,4a291fe31f.jpg
-4dacf9a3f0.jpg,elephant,1,24,val,elephant,True,4dacf9a3f0.jpg
-5d7d178594.jpg,elephant,1,24,val,elephant,True,5d7d178594.jpg
-6d8a9a8f8f.jpg,elephant,1,24,val,elephant,True,6d8a9a8f8f.jpg
-79fbd8424b.jpg,elephant,1,24,val,elephant,True,79fbd8424b.jpg
-8ee3b0e5f5.jpg,elephant,1,24,val,elephant,True,8ee3b0e5f5.jpg
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-56f72078bf.jpg,flamingo,1,25,val,flamingo,True,56f72078bf.jpg
-5cdef23ba5.jpg,flamingo,1,25,val,flamingo,True,5cdef23ba5.jpg
-63ffe74898.jpg,flamingo,1,25,val,flamingo,True,63ffe74898.jpg
-6a3d93aed7.jpg,flamingo,1,25,val,flamingo,True,6a3d93aed7.jpg
-7aaf14a721.jpg,flamingo,1,25,val,flamingo,True,7aaf14a721.jpg
-7ee3948776.jpg,flamingo,1,25,val,flamingo,True,7ee3948776.jpg
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-8b0236976f.jpg,flamingo,1,25,val,flamingo,True,8b0236976f.jpg
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-43daa62bc9.jpg,fly,1,26,val,fly,True,43daa62bc9.jpg
-66e7cf2e32.jpg,fly,1,26,val,fly,True,66e7cf2e32.jpg
-7b4972fdc3.jpg,fly,1,26,val,fly,True,7b4972fdc3.jpg
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-05d5c1e68f.jpg,fox,1,27,val,fox,True,05d5c1e68f.jpg
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-9dff4eb761.jpg,fox,1,27,val,fox,True,9dff4eb761.jpg
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-7ec7f984fb.jpg,goat,1,28,val,goat,True,7ec7f984fb.jpg
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-0173d47eb4.jpg,goldfish,1,29,val,goldfish,True,0173d47eb4.jpg
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-14d491115e.jpg,goldfish,1,29,val,goldfish,True,14d491115e.jpg
-14f969291c.jpg,goldfish,1,29,val,goldfish,True,14f969291c.jpg
-2ff9770317.jpg,goldfish,1,29,val,goldfish,True,2ff9770317.jpg
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-93cf7a70a9.jpg,goldfish,1,29,val,goldfish,True,93cf7a70a9.jpg
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-9dbaf6ebdf.jpg,goldfish,1,29,val,goldfish,True,9dbaf6ebdf.jpg
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-1866faaddb.jpg,goose,1,30,val,goose,True,1866faaddb.jpg
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-2df88ab3f1.jpg,goose,1,30,val,goose,True,2df88ab3f1.jpg
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-6f60004f86.jpg,goose,1,30,val,goose,True,6f60004f86.jpg
-70df634542.jpg,goose,1,30,val,goose,True,70df634542.jpg
-7bf59080b4.jpg,goose,1,30,val,goose,True,7bf59080b4.jpg
-836c753936.jpg,goose,1,30,val,goose,True,836c753936.jpg
-9b7a0edb40.jpg,goose,1,30,val,goose,True,9b7a0edb40.jpg
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-77d7506ce4.jpg,horse,1,38,val,horse,True,77d7506ce4.jpg
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-7e920f6b9a.jpg,pigeon,1,64,val,pigeon,True,7e920f6b9a.jpg
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