├── README.md ├── custom_balloon ├── annotations │ ├── custom_train.json │ └── custom_val.json ├── train2017 │ ├── 10464445726_6f1e3bbe6a_k.jpg │ ├── 12037308314_e16fb3a0f7_k.jpg │ ├── 120853323_d4788431b9_b.jpg │ ├── 12288043903_fe1ea17a4e_k.jpg │ ├── 12288355124_5e340d3de3_k.jpg │ ├── 12288446656_2c6a90e6f5_k.jpg │ ├── 126700562_8e27720147_b.jpg │ ├── 1297451346_5b92bdac08_b.jpg │ ├── 14321263043_b76ef054d3_k.jpg │ ├── 145053828_e0e748717c_b.jpg │ ├── 14666848163_8be8e37562_k.jpg │ ├── 15290896925_884ab33fd3_k.jpg │ ├── 15331928994_d5b82eb368_k.jpg │ ├── 154446334_5d41cd1375_b.jpg │ ├── 155815494_800fc9aa32_b.jpg │ ├── 15717689633_5f7f78c28e_k.jpg │ ├── 16435593892_2aa8118f4a_k.jpg │ ├── 17156759330_5af4f5a5b8_k.jpg │ ├── 17178818589_16e58fc1e5_k.jpg │ ├── 18849792632_aad23ad513_k.jpg │ ├── 2311771643_f46392fcc0_b.jpg │ ├── 2354829160_3f65a6bf6f_b.jpg │ ├── 2385899600_94b68350af_b.jpg │ ├── 24362039530_b151b41a52_k.jpg │ ├── 25899693952_7c8b8b9edc_k.jpg │ ├── 2685563244_b0d5f7eb67_b.jpg │ ├── 2937599387_80e7d6e050_b.jpg │ ├── 321888854_3723b6f10b_b.jpg │ ├── 332344155_71be3a3b22_b.jpg │ ├── 3342804367_f43682bb80_b.jpg │ ├── 34020010494_e5cb88e1c4_k.jpg │ ├── 351678851_e2aeebdafd_b.jpg │ ├── 3646097131_e3e1215843_b.jpg │ ├── 3927754171_9011487133_b.jpg │ ├── 3945575930_ce99a7e98d_b.jpg │ ├── 4057490235_2ffdf7d68b_b.jpg │ ├── 4543126482_92254ef046_b.jpg │ ├── 4552737035_3a0a4105fb_b.jpg │ ├── 485227412_e335662bb5_b.jpg │ ├── 4864857993_edb62f16ef_b.jpg │ ├── 4887227769_acd2e6127d_b.jpg │ ├── 489752654_777853a0ba_b.jpg │ ├── 4955354786_337a598e4a_b.jpg │ ├── 5013250607_26359229b6_b.jpg │ ├── 5178670692_63a4365c9c_b.jpg │ ├── 518678836_94d58e3839_b.jpg │ ├── 5253122239_38b1e7f61c_b.jpg │ ├── 53500107_d24b11b3c2_b.jpg │ ├── 5560377994_cb597a4af5_b.jpg │ ├── 5674044810_2d9e2243ff_b.jpg │ ├── 605521662_a470fef77f_b.jpg │ ├── 6483318883_21facf57cd_b.jpg │ ├── 699765866_abaad7274d_b.jpg │ ├── 7178882742_f090f3ce56_k.jpg │ ├── 7308740338_591f27b631_k.jpg │ ├── 7488015492_0583857ca0_k.jpg │ ├── 8436015314_3a678c1005_k.jpg │ ├── 873768102_7d931e5fa3_b.jpg │ ├── 8758393087_76fcd56bd3_k.jpg │ ├── 9210739293_2b0e0d991e_k.jpg │ ├── 9330497995_4cf0438cb6_k.jpg │ └── custom_train.json └── val2017 │ ├── 14898532020_ba6199dd22_k.jpg │ ├── 16335852991_f55de7958d_k.jpg │ ├── 24631331976_defa3bb61f_k.jpg │ ├── 2917282960_06beee649a_b.jpg │ ├── 3800636873_ace2c2795f_b.jpg │ ├── 3825919971_93fb1ec581_b.jpg │ ├── 410488422_5f8991f26e_b.jpg │ ├── 4581425993_72b9b15fc0_b.jpg │ ├── 4838031651_3e7b5ea5c7_b.jpg │ ├── 5555705118_3390d70abe_b.jpg │ ├── 5603212091_2dfe16ea72_b.jpg │ ├── 6810773040_3d81036d05_k.jpg │ ├── 8053085540_a72bd21a64_k.jpg │ └── custom_val.json ├── object_detection_with_detectron2 ├── README.md ├── configs │ ├── detr_256_6_6_torchvision.yaml │ ├── dyhead_r50_atss_fpn_1x.yaml │ └── dyhead_swint_atss_fpn_2x_ms.yaml ├── inference.py ├── output_images │ ├── detr_output2.png │ ├── dyhead-fpn_output2.png │ ├── dyhead_output1.png │ └── dyhead_output2.png ├── resources │ ├── github.png │ ├── linkedin.png │ └── medium.png ├── training.py └── utils │ ├── __pycache__ │ └── dyhead_trainer.cpython-38.pyc │ └── dyhead_trainer.py └── object_detection_with_hugginggface ├── README.md ├── __MACOSX └── balloon │ ├── train │ ├── ._10464445726_6f1e3bbe6a_k.jpg │ ├── ._12037308314_e16fb3a0f7_k.jpg │ ├── ._120853323_d4788431b9_b.jpg │ ├── ._12288043903_fe1ea17a4e_k.jpg │ ├── ._12288355124_5e340d3de3_k.jpg │ ├── ._12288446656_2c6a90e6f5_k.jpg │ ├── ._126700562_8e27720147_b.jpg │ ├── ._1297451346_5b92bdac08_b.jpg │ ├── ._14321263043_b76ef054d3_k.jpg │ ├── ._145053828_e0e748717c_b.jpg │ ├── ._14666848163_8be8e37562_k.jpg │ ├── ._15290896925_884ab33fd3_k.jpg │ ├── ._15331928994_d5b82eb368_k.jpg │ ├── ._154446334_5d41cd1375_b.jpg │ ├── ._155815494_800fc9aa32_b.jpg │ ├── ._15717689633_5f7f78c28e_k.jpg │ ├── ._16435593892_2aa8118f4a_k.jpg │ ├── ._17156759330_5af4f5a5b8_k.jpg │ ├── ._17178818589_16e58fc1e5_k.jpg │ ├── ._18849792632_aad23ad513_k.jpg │ ├── ._2311771643_f46392fcc0_b.jpg │ ├── ._2354829160_3f65a6bf6f_b.jpg │ ├── ._2385899600_94b68350af_b.jpg │ ├── ._24362039530_b151b41a52_k.jpg │ ├── ._25899693952_7c8b8b9edc_k.jpg │ ├── ._2685563244_b0d5f7eb67_b.jpg │ ├── ._2937599387_80e7d6e050_b.jpg │ ├── ._321888854_3723b6f10b_b.jpg │ ├── ._332344155_71be3a3b22_b.jpg │ ├── ._3342804367_f43682bb80_b.jpg │ ├── ._34020010494_e5cb88e1c4_k.jpg │ ├── ._351678851_e2aeebdafd_b.jpg │ ├── ._3646097131_e3e1215843_b.jpg │ ├── ._3927754171_9011487133_b.jpg │ ├── ._3945575930_ce99a7e98d_b.jpg │ ├── ._4057490235_2ffdf7d68b_b.jpg │ ├── ._4543126482_92254ef046_b.jpg │ ├── ._4552737035_3a0a4105fb_b.jpg │ ├── ._485227412_e335662bb5_b.jpg │ ├── ._4864857993_edb62f16ef_b.jpg │ ├── ._4887227769_acd2e6127d_b.jpg │ ├── ._489752654_777853a0ba_b.jpg │ ├── ._4955354786_337a598e4a_b.jpg │ ├── ._5013250607_26359229b6_b.jpg │ ├── ._5178670692_63a4365c9c_b.jpg │ ├── ._518678836_94d58e3839_b.jpg │ ├── ._5253122239_38b1e7f61c_b.jpg │ ├── ._53500107_d24b11b3c2_b.jpg │ ├── ._5560377994_cb597a4af5_b.jpg │ ├── ._5674044810_2d9e2243ff_b.jpg │ ├── ._605521662_a470fef77f_b.jpg │ ├── ._6483318883_21facf57cd_b.jpg │ ├── ._699765866_abaad7274d_b.jpg │ ├── ._7178882742_f090f3ce56_k.jpg │ ├── ._7308740338_591f27b631_k.jpg │ ├── ._7488015492_0583857ca0_k.jpg │ ├── ._8436015314_3a678c1005_k.jpg │ ├── ._873768102_7d931e5fa3_b.jpg │ ├── ._8758393087_76fcd56bd3_k.jpg │ ├── ._9210739293_2b0e0d991e_k.jpg │ ├── ._9330497995_4cf0438cb6_k.jpg │ └── ._via_region_data.json │ └── val │ ├── ._14898532020_ba6199dd22_k.jpg │ ├── ._16335852991_f55de7958d_k.jpg │ ├── ._24631331976_defa3bb61f_k.jpg │ ├── ._2917282960_06beee649a_b.jpg │ ├── ._3800636873_ace2c2795f_b.jpg │ ├── ._3825919971_93fb1ec581_b.jpg │ ├── ._410488422_5f8991f26e_b.jpg │ ├── ._4581425993_72b9b15fc0_b.jpg │ ├── ._4838031651_3e7b5ea5c7_b.jpg │ ├── ._5555705118_3390d70abe_b.jpg │ ├── ._5603212091_2dfe16ea72_b.jpg │ ├── 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