├── README.md ├── __pycache__ └── fine_tuning_config_file.cpython-37.pyc ├── fine_tuning_config_file.py ├── hymenoptera_data.zip ├── hymenoptera_data ├── train │ ├── ants │ │ ├── 0013035.jpg │ │ ├── 1030023514_aad5c608f9.jpg │ │ ├── 1095476100_3906d8afde.jpg │ │ ├── 1099452230_d1949d3250.jpg │ │ ├── 116570827_e9c126745d.jpg │ │ ├── 1225872729_6f0856588f.jpg │ │ ├── 1262877379_64fcada201.jpg │ │ ├── 1269756697_0bce92cdab.jpg │ │ ├── 1286984635_5119e80de1.jpg │ │ ├── 132478121_2a430adea2.jpg │ │ ├── 1360291657_dc248c5eea.jpg │ │ ├── 1368913450_e146e2fb6d.jpg │ │ ├── 1473187633_63ccaacea6.jpg │ │ ├── 148715752_302c84f5a4.jpg │ │ ├── 1489674356_09d48dde0a.jpg │ │ ├── 149244013_c529578289.jpg │ │ ├── 150801003_3390b73135.jpg │ │ ├── 150801171_cd86f17ed8.jpg │ │ ├── 154124431_65460430f2.jpg │ │ ├── 162603798_40b51f1654.jpg │ │ ├── 1660097129_384bf54490.jpg │ │ ├── 167890289_dd5ba923f3.jpg │ │ ├── 1693954099_46d4c20605.jpg │ │ ├── 175998972.jpg │ │ ├── 178538489_bec7649292.jpg │ │ ├── 1804095607_0341701e1c.jpg │ │ ├── 1808777855_2a895621d7.jpg │ │ ├── 188552436_605cc9b36b.jpg │ │ ├── 1917341202_d00a7f9af5.jpg │ │ ├── 1924473702_daa9aacdbe.jpg │ │ ├── 196057951_63bf063b92.jpg │ │ ├── 196757565_326437f5fe.jpg │ │ ├── 201558278_fe4caecc76.jpg │ │ ├── 201790779_527f4c0168.jpg │ │ ├── 2019439677_2db655d361.jpg │ │ ├── 207947948_3ab29d7207.jpg │ │ ├── 20935278_9190345f6b.jpg │ │ ├── 224655713_3956f7d39a.jpg │ │ ├── 2265824718_2c96f485da.jpg │ │ ├── 2265825502_fff99cfd2d.jpg │ │ ├── 226951206_d6bf946504.jpg │ │ ├── 2278278459_6b99605e50.jpg │ │ ├── 2288450226_a6e96e8fdf.jpg │ │ ├── 2288481644_83ff7e4572.jpg │ │ ├── 2292213964_ca51ce4bef.jpg │ │ ├── 24335309_c5ea483bb8.jpg │ │ ├── 245647475_9523dfd13e.jpg │ │ ├── 255434217_1b2b3fe0a4.jpg │ │ ├── 258217966_d9d90d18d3.jpg │ │ ├── 275429470_b2d7d9290b.jpg │ │ ├── 28847243_e79fe052cd.jpg │ │ ├── 318052216_84dff3f98a.jpg │ │ ├── 334167043_cbd1adaeb9.jpg │ │ ├── 339670531_94b75ae47a.jpg │ │ ├── 342438950_a3da61deab.jpg │ │ ├── 36439863_0bec9f554f.jpg │ │ ├── 374435068_7eee412ec4.jpg │ │ ├── 382971067_0bfd33afe0.jpg │ │ ├── 384191229_5779cf591b.jpg │ │ ├── 386190770_672743c9a7.jpg │ │ ├── 392382602_1b7bed32fa.jpg │ │ ├── 403746349_71384f5b58.jpg │ │ ├── 408393566_b5b694119b.jpg │ │ ├── 424119020_6d57481dab.jpg │ │ ├── 424873399_47658a91fb.jpg │ │ ├── 450057712_771b3bfc91.jpg │ │ ├── 45472593_bfd624f8dc.jpg │ │ ├── 459694881_ac657d3187.jpg │ │ ├── 460372577_f2f6a8c9fc.jpg │ │ ├── 460874319_0a45ab4d05.jpg │ │ ├── 466430434_4000737de9.jpg │ │ ├── 470127037_513711fd21.jpg │ │ ├── 474806473_ca6caab245.jpg │ │ ├── 475961153_b8c13fd405.jpg │ │ ├── 484293231_e53cfc0c89.jpg │ │ ├── 49375974_e28ba6f17e.jpg │ │ ├── 506249802_207cd979b4.jpg │ │ ├── 506249836_717b73f540.jpg │ │ ├── 512164029_c0a66b8498.jpg │ │ ├── 512863248_43c8ce579b.jpg │ │ ├── 518773929_734dbc5ff4.jpg │ │ ├── 522163566_fec115ca66.jpg │ │ ├── 522415432_2218f34bf8.jpg │ │ ├── 531979952_bde12b3bc0.jpg │ │ ├── 533848102_70a85ad6dd.jpg │ │ ├── 535522953_308353a07c.jpg │ │ ├── 540889389_48bb588b21.jpg │ │ ├── 541630764_dbd285d63c.jpg │ │ ├── 543417860_b14237f569.jpg │ │ ├── 560966032_988f4d7bc4.jpg │ │ ├── 5650366_e22b7e1065.jpg │ │ ├── 6240329_72c01e663e.jpg │ │ ├── 6240338_93729615ec.jpg │ │ ├── 649026570_e58656104b.jpg │ │ ├── 662541407_ff8db781e7.jpg │ │ ├── 67270775_e9fdf77e9d.jpg │ │ ├── 6743948_2b8c096dda.jpg │ │ ├── 684133190_35b62c0c1d.jpg │ │ ├── 69639610_95e0de17aa.jpg │ │ ├── 707895295_009cf23188.jpg │ │ ├── 7759525_1363d24e88.jpg │ │ ├── 795000156_a9900a4a71.jpg │ │ ├── 822537660_caf4ba5514.jpg │ │ ├── 82852639_52b7f7f5e3.jpg │ │ ├── 841049277_b28e58ad05.jpg │ │ ├── 886401651_f878e888cd.jpg │ │ ├── 892108839_f1aad4ca46.jpg │ │ ├── 938946700_ca1c669085.jpg │ │ ├── 957233405_25c1d1187b.jpg │ │ ├── 9715481_b3cb4114ff.jpg │ │ ├── 998118368_6ac1d91f81.jpg │ │ ├── Ant_1.jpg │ │ ├── MehdiabadiAnt2_600.jpg │ │ ├── Nepenthes_rafflesiana_ant.jpg │ │ ├── VietnameseAntMimicSpider.jpg │ │ ├── ant photos.jpg │ │ ├── army-ants-red-picture.jpg │ │ ├── formica.jpeg │ │ ├── hormiga_co_por.jpg │ │ ├── imageNotFound.gif │ │ ├── kurokusa.jpg │ │ ├── swiss-army-ant.jpg │ │ ├── termite-vs-ant.jpg │ │ └── trap-jaw-ant-insect-bg.jpg │ └── bees │ │ ├── 1092977343_cb42b38d62.jpg │ │ ├── 1093831624_fb5fbe2308.jpg │ │ ├── 1097045929_1753d1c765.jpg │ │ ├── 1232245714_f862fbe385.jpg │ │ ├── 129236073_0985e91c7d.jpg │ │ ├── 1295655112_7813f37d21.jpg │ │ ├── 132511197_0b86ad0fff.jpg │ │ ├── 132826773_dbbcb117b9.jpg │ │ ├── 150013791_969d9a968b.jpg │ │ ├── 1508176360_2972117c9d.jpg │ │ ├── 154600396_53e1252e52.jpg │ │ ├── 16838648_415acd9e3f.jpg │ │ ├── 1691282715_0addfdf5e8.jpg │ │ ├── 17209602_fe5a5a746f.jpg │ │ ├── 174142798_e5ad6d76e0.jpg │ │ ├── 1799726602_8580867f71.jpg │ │ ├── 1807583459_4fe92b3133.jpg │ │ ├── 196430254_46bd129ae7.jpg │ │ ├── 196658222_3fffd79c67.jpg │ │ ├── 198508668_97d818b6c4.jpg │ │ ├── 2031225713_50ed499635.jpg │ │ ├── 2037437624_2d7bce461f.jpg │ │ ├── 2053200300_8911ef438a.jpg │ │ ├── 205835650_e6f2614bee.jpg │ │ ├── 208702903_42fb4d9748.jpg │ │ ├── 21399619_3e61e5bb6f.jpg │ │ ├── 2227611847_ec72d40403.jpg │ │ ├── 2321139806_d73d899e66.jpg │ │ ├── 2330918208_8074770c20.jpg │ │ ├── 2345177635_caf07159b3.jpg │ │ ├── 2358061370_9daabbd9ac.jpg │ │ ├── 2364597044_3c3e3fc391.jpg │ │ ├── 2384149906_2cd8b0b699.jpg │ │ ├── 2397446847_04ef3cd3e1.jpg │ │ ├── 2405441001_b06c36fa72.jpg │ │ ├── 2445215254_51698ff797.jpg │ │ ├── 2452236943_255bfd9e58.jpg │ │ ├── 2467959963_a7831e9ff0.jpg │ │ ├── 2470492904_837e97800d.jpg │ │ ├── 2477324698_3d4b1b1cab.jpg │ │ ├── 2477349551_e75c97cf4d.jpg │ │ ├── 2486729079_62df0920be.jpg │ │ ├── 2486746709_c43cec0e42.jpg │ │ ├── 2493379287_4100e1dacc.jpg │ │ ├── 2495722465_879acf9d85.jpg │ │ ├── 2528444139_fa728b0f5b.jpg │ │ ├── 2538361678_9da84b77e3.jpg │ │ ├── 2551813042_8a070aeb2b.jpg │ │ ├── 2580598377_a4caecdb54.jpg │ │ ├── 2601176055_8464e6aa71.jpg │ │ ├── 2610833167_79bf0bcae5.jpg │ │ ├── 2610838525_fe8e3cae47.jpg │ │ ├── 2617161745_fa3ebe85b4.jpg │ │ ├── 2625499656_e3415e374d.jpg │ │ ├── 2634617358_f32fd16bea.jpg │ │ ├── 2638074627_6b3ae746a0.jpg │ │ ├── 2645107662_b73a8595cc.jpg │ │ ├── 2651621464_a2fa8722eb.jpg │ │ ├── 2652877533_a564830cbf.jpg │ │ ├── 266644509_d30bb16a1b.jpg │ │ ├── 2683605182_9d2a0c66cf.jpg │ │ ├── 2704348794_eb5d5178c2.jpg │ │ ├── 2707440199_cd170bd512.jpg │ │ ├── 2710368626_cb42882dc8.jpg │ │ ├── 2722592222_258d473e17.jpg │ │ ├── 2728759455_ce9bb8cd7a.jpg │ │ ├── 2756397428_1d82a08807.jpg │ │ ├── 2765347790_da6cf6cb40.jpg │ │ ├── 2781170484_5d61835d63.jpg │ │ ├── 279113587_b4843db199.jpg │ │ ├── 2792000093_e8ae0718cf.jpg │ │ ├── 2801728106_833798c909.jpg │ │ ├── 2822388965_f6dca2a275.jpg │ │ ├── 2861002136_52c7c6f708.jpg │ │ ├── 2908916142_a7ac8b57a8.jpg │ │ ├── 29494643_e3410f0d37.jpg │ │ ├── 2959730355_416a18c63c.jpg │ │ ├── 2962405283_22718d9617.jpg │ │ ├── 3006264892_30e9cced70.jpg │ │ ├── 3030189811_01d095b793.jpg │ │ ├── 3030772428_8578335616.jpg │ │ ├── 3044402684_3853071a87.jpg │ │ ├── 3074585407_9854eb3153.jpg │ │ ├── 3079610310_ac2d0ae7bc.jpg │ │ ├── 3090975720_71f12e6de4.jpg │ │ ├── 3100226504_c0d4f1e3f1.jpg │ │ ├── 342758693_c56b89b6b6.jpg │ │ ├── 354167719_22dca13752.jpg │ │ ├── 359928878_b3b418c728.jpg │ │ ├── 365759866_b15700c59b.jpg │ │ ├── 36900412_92b81831ad.jpg │ │ ├── 39672681_1302d204d1.jpg │ │ ├── 39747887_42df2855ee.jpg │ │ ├── 421515404_e87569fd8b.jpg │ │ ├── 444532809_9e931e2279.jpg │ │ ├── 446296270_d9e8b93ecf.jpg │ │ ├── 452462677_7be43af8ff.jpg │ │ ├── 452462695_40a4e5b559.jpg │ │ ├── 457457145_5f86eb7e9c.jpg │ │ ├── 465133211_80e0c27f60.jpg │ │ ├── 469333327_358ba8fe8a.jpg │ │ ├── 472288710_2abee16fa0.jpg │ │ ├── 473618094_8ffdcab215.jpg │ │ ├── 476347960_52edd72b06.jpg │ │ ├── 478701318_bbd5e557b8.jpg │ │ ├── 507288830_f46e8d4cb2.jpg │ │ ├── 509247772_2db2d01374.jpg │ │ ├── 513545352_fd3e7c7c5d.jpg │ │ ├── 522104315_5d3cb2758e.jpg │ │ ├── 537309131_532bfa59ea.jpg │ │ ├── 586041248_3032e277a9.jpg │ │ ├── 760526046_547e8b381f.jpg │ │ ├── 760568592_45a52c847f.jpg │ │ ├── 774440991_63a4aa0cbe.jpg │ │ ├── 85112639_6e860b0469.jpg │ │ ├── 873076652_eb098dab2d.jpg │ │ ├── 90179376_abc234e5f4.jpg │ │ ├── 92663402_37f379e57a.jpg │ │ ├── 95238259_98470c5b10.jpg │ │ ├── 969455125_58c797ef17.jpg │ │ └── 98391118_bdb1e80cce.jpg └── val │ ├── ants │ ├── 10308379_1b6c72e180.jpg │ ├── 1053149811_f62a3410d3.jpg │ ├── 1073564163_225a64f170.jpg │ ├── 1119630822_cd325ea21a.jpg │ ├── 1124525276_816a07c17f.jpg │ ├── 11381045_b352a47d8c.jpg │ ├── 119785936_dd428e40c3.jpg │ ├── 1247887232_edcb61246c.jpg │ ├── 1262751255_c56c042b7b.jpg │ ├── 1337725712_2eb53cd742.jpg │ ├── 1358854066_5ad8015f7f.jpg │ ├── 1440002809_b268d9a66a.jpg │ ├── 147542264_79506478c2.jpg │ ├── 152286280_411648ec27.jpg │ ├── 153320619_2aeb5fa0ee.jpg │ ├── 153783656_85f9c3ac70.jpg │ ├── 157401988_d0564a9d02.jpg │ ├── 159515240_d5981e20d1.jpg │ ├── 161076144_124db762d6.jpg │ ├── 161292361_c16e0bf57a.jpg │ ├── 170652283_ecdaff5d1a.jpg │ ├── 17081114_79b9a27724.jpg │ ├── 172772109_d0a8e15fb0.jpg │ ├── 1743840368_b5ccda82b7.jpg │ ├── 181942028_961261ef48.jpg │ ├── 183260961_64ab754c97.jpg │ ├── 2039585088_c6f47c592e.jpg │ ├── 205398178_c395c5e460.jpg │ ├── 208072188_f293096296.jpg │ ├── 209615353_eeb38ba204.jpg │ ├── 2104709400_8831b4fc6f.jpg │ ├── 212100470_b485e7b7b9.jpg │ ├── 2127908701_d49dc83c97.jpg │ ├── 2191997003_379df31291.jpg │ ├── 2211974567_ee4606b493.jpg │ ├── 2219621907_47bc7cc6b0.jpg │ ├── 2238242353_52c82441df.jpg │ ├── 2255445811_dabcdf7258.jpg │ ├── 239161491_86ac23b0a3.jpg │ ├── 263615709_cfb28f6b8e.jpg │ ├── 308196310_1db5ffa01b.jpg │ ├── 319494379_648fb5a1c6.jpg │ ├── 35558229_1fa4608a7a.jpg │ ├── 412436937_4c2378efc2.jpg │ ├── 436944325_d4925a38c7.jpg │ ├── 445356866_6cb3289067.jpg │ ├── 459442412_412fecf3fe.jpg │ ├── 470127071_8b8ee2bd74.jpg │ ├── 477437164_bc3e6e594a.jpg │ ├── 488272201_c5aa281348.jpg │ ├── 502717153_3e4865621a.jpg │ ├── 518746016_bcc28f8b5b.jpg │ ├── 540543309_ddbb193ee5.jpg │ ├── 562589509_7e55469b97.jpg │ ├── 57264437_a19006872f.jpg │ ├── 573151833_ebbc274b77.jpg │ ├── 649407494_9b6bc4949f.jpg │ ├── 751649788_78dd7d16ce.jpg │ ├── 768870506_8f115d3d37.jpg │ ├── 800px-Meat_eater_ant_qeen_excavating_hole.jpg │ ├── 8124241_36b290d372.jpg │ ├── 8398478_50ef10c47a.jpg │ ├── 854534770_31f6156383.jpg │ ├── 892676922_4ab37dce07.jpg │ ├── 94999827_36895faade.jpg │ ├── Ant-1818.jpg │ ├── F.pergan.28(f).jpg │ ├── Hormiga.jpg │ ├── ants-devouring-remains-of-large-dead-insect-on-red-tile-in-Stellenbosch-South-Africa-closeup-1-DHD.jpg │ └── desert_ant.jpg │ └── bees │ ├── 1032546534_06907fe3b3.jpg │ ├── 10870992_eebeeb3a12.jpg │ ├── 1181173278_23c36fac71.jpg │ ├── 1297972485_33266a18d9.jpg │ ├── 1328423762_f7a88a8451.jpg │ ├── 1355974687_1341c1face.jpg │ ├── 144098310_a4176fd54d.jpg │ ├── 1486120850_490388f84b.jpg │ ├── 149973093_da3c446268.jpg │ ├── 151594775_ee7dc17b60.jpg │ ├── 151603988_2c6f7d14c7.jpg │ ├── 1519368889_4270261ee3.jpg │ ├── 152789693_220b003452.jpg │ ├── 177677657_a38c97e572.jpg │ ├── 1799729694_0c40101071.jpg │ ├── 181171681_c5a1a82ded.jpg │ ├── 187130242_4593a4c610.jpg │ ├── 203868383_0fcbb48278.jpg │ ├── 2060668999_e11edb10d0.jpg │ ├── 2086294791_6f3789d8a6.jpg │ ├── 2103637821_8d26ee6b90.jpg │ ├── 2104135106_a65eede1de.jpg │ ├── 215512424_687e1e0821.jpg │ ├── 2173503984_9c6aaaa7e2.jpg │ ├── 220376539_20567395d8.jpg │ ├── 224841383_d050f5f510.jpg │ ├── 2321144482_f3785ba7b2.jpg │ ├── 238161922_55fa9a76ae.jpg │ ├── 2407809945_fb525ef54d.jpg │ ├── 2415414155_1916f03b42.jpg │ ├── 2438480600_40a1249879.jpg │ ├── 2444778727_4b781ac424.jpg │ ├── 2457841282_7867f16639.jpg │ ├── 2470492902_3572c90f75.jpg │ ├── 2478216347_535c8fe6d7.jpg │ ├── 2501530886_e20952b97d.jpg │ ├── 2506114833_90a41c5267.jpg │ ├── 2509402554_31821cb0b6.jpg │ ├── 2525379273_dcb26a516d.jpg │ ├── 26589803_5ba7000313.jpg │ ├── 2668391343_45e272cd07.jpg │ ├── 2670536155_c170f49cd0.jpg │ ├── 2685605303_9eed79d59d.jpg │ ├── 2702408468_d9ed795f4f.jpg │ ├── 2709775832_85b4b50a57.jpg │ ├── 2717418782_bd83307d9f.jpg │ ├── 272986700_d4d4bf8c4b.jpg │ ├── 2741763055_9a7bb00802.jpg │ ├── 2745389517_250a397f31.jpg │ ├── 2751836205_6f7b5eff30.jpg │ ├── 2782079948_8d4e94a826.jpg │ ├── 2809496124_5f25b5946a.jpg │ ├── 2815838190_0a9889d995.jpg │ ├── 2841437312_789699c740.jpg │ ├── 2883093452_7e3a1eb53f.jpg │ ├── 290082189_f66cb80bfc.jpg │ ├── 296565463_d07a7bed96.jpg │ ├── 3077452620_548c79fda0.jpg │ ├── 348291597_ee836fbb1a.jpg │ ├── 350436573_41f4ecb6c8.jpg │ ├── 353266603_d3eac7e9a0.jpg │ ├── 372228424_16da1f8884.jpg │ ├── 400262091_701c00031c.jpg │ ├── 416144384_961c326481.jpg │ ├── 44105569_16720a960c.jpg │ ├── 456097971_860949c4fc.jpg │ ├── 464594019_1b24a28bb1.jpg │ ├── 485743562_d8cc6b8f73.jpg │ ├── 540976476_844950623f.jpg │ ├── 54736755_c057723f64.jpg │ ├── 57459255_752774f1b2.jpg │ ├── 576452297_897023f002.jpg │ ├── 586474709_ae436da045.jpg │ ├── 590318879_68cf112861.jpg │ ├── 59798110_2b6a3c8031.jpg │ ├── 603709866_a97c7cfc72.jpg │ ├── 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