Upload datasets and checkpoints
Browse files- checkpoints/cat_mask_rcnn_r50_3x_isaid-384df911.pth +3 -0
- checkpoints/cat_mask_rcnn_r50_3x_isaid.json +0 -0
- checkpoints/cat_mask_rcnn_r50_3x_isaid_tv-5771e7f5.pth +3 -0
- checkpoints/cat_mask_rcnn_r50_3x_isaid_tv.json +0 -0
- checkpoints/cat_mask_rcnn_r50_6x_hrsid-198d5409.pth +3 -0
- checkpoints/cat_mask_rcnn_r50_6x_hrsid.json +0 -0
- checkpoints/cat_mask_rcnn_r50_6x_vhr-d38af93b.pth +3 -0
- checkpoints/cat_mask_rcnn_r50_6x_vhr.json +108 -0
- checkpoints/cat_mask_rcnn_r50_aug_3x_isaid-1e5351dd.pth +3 -0
- checkpoints/cat_mask_rcnn_r50_aug_3x_isaid.json +0 -0
- checkpoints/cat_mask_rcnn_r50_aug_3x_isaid_tv-9526715d.pth +3 -0
- checkpoints/cat_mask_rcnn_r50_aug_3x_isaid_tv.json +0 -0
- checkpoints/cat_mask_rcnn_r50_aug_6x_hrsid-0da9459c.pth +3 -0
- checkpoints/cat_mask_rcnn_r50_aug_6x_hrsid.json +0 -0
- checkpoints/cat_mask_rcnn_r50_aug_6x_vhr-599b2304.pth +3 -0
- checkpoints/cat_mask_rcnn_r50_aug_6x_vhr.json +108 -0
- checkpoints/cat_rcnn_r50_3x_dior-044be4c7.pth +3 -0
- checkpoints/cat_rcnn_r50_3x_dior.json +0 -0
- checkpoints/cat_rcnn_r50_aug_3x_dior-89845304.pth +3 -0
- checkpoints/cat_rcnn_r50_aug_3x_dior.json +0 -0
- checkpoints/catnet_r50_3x_dior-5cb86542.pth +3 -0
- checkpoints/catnet_r50_3x_dior.json +0 -0
- checkpoints/catnet_r50_aug_3x_dior-6ec5fae1.pth +3 -0
- checkpoints/catnet_r50_aug_3x_dior.json +0 -0
- datasets/dior-b162132d.zip +3 -0
- datasets/hrsid-4e02052e.zip +3 -0
- datasets/isaid-9d62d4ad.zip +3 -0
- datasets/vhr-79ccc9f3.zip +3 -0
checkpoints/cat_mask_rcnn_r50_3x_isaid-384df911.pth
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checkpoints/cat_mask_rcnn_r50_3x_isaid.json
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checkpoints/cat_mask_rcnn_r50_3x_isaid_tv-5771e7f5.pth
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checkpoints/cat_mask_rcnn_r50_3x_isaid_tv.json
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checkpoints/cat_mask_rcnn_r50_6x_hrsid-198d5409.pth
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checkpoints/cat_mask_rcnn_r50_6x_hrsid.json
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checkpoints/cat_mask_rcnn_r50_6x_vhr-d38af93b.pth
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checkpoints/cat_mask_rcnn_r50_6x_vhr.json
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{"lr": 0.0009909819639278557, "data_time": 0.057962260246276855, "loss": 2.373858709335327, "loss_rpn_cls": 0.6564723372459411, "loss_rpn_bbox": 0.05541340082883835, "loss_cls": 0.6917591362074017, "acc": 99.609375, "loss_bbox": 0.014129232114646584, "loss_mask": 0.9560846018791199, "time": 0.9874799919128417, "epoch": 1, "iter": 50, "memory": 16152, "step": 50}
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{"lr": 0.0019919839679358718, "data_time": 0.041157097816467286, "loss": 1.2620765209197997, "loss_rpn_cls": 0.48426841080188754, "loss_rpn_bbox": 0.04720944050699472, "loss_cls": 0.09900986909866333, "acc": 98.2421875, "loss_bbox": 0.005126199099177029, "loss_mask": 0.6264626032114029, "time": 0.6198698854446412, "epoch": 1, "iter": 100, "memory": 16150, "step": 100}
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{"data_time": 0.03311202584243402, "time": 0.13606709387244248, "step": 1}
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{"lr": 0.0034334268537074136, "data_time": 0.0429409122467041, "loss": 1.1706842756271363, "loss_rpn_cls": 0.2929374924302101, "loss_rpn_bbox": 0.05350255685858429, "loss_cls": 0.1922576557099819, "acc": 91.40625, "loss_bbox": 0.08611623036907985, "loss_mask": 0.5458703392744064, "time": 0.6445945024490356, "epoch": 2, "iter": 172, "memory": 16161, "step": 172}
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{"lr": 0.004434428857715428, "data_time": 0.040347208976745604, "loss": 1.2010960173606873, "loss_rpn_cls": 0.17040064290165902, "loss_rpn_bbox": 0.04182286311872303, "loss_cls": 0.31455600544810297, "acc": 90.625, "loss_bbox": 0.25968940656632183, "loss_mask": 0.41462710708379746, "time": 0.6407416152954102, "epoch": 2, "iter": 222, "memory": 16711, "step": 222}
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{"coco/airplane_precision": 0.0, "coco/ship_precision": 0.033, "coco/storage tank_precision": 0.07, "coco/baseball diamond_precision": 0.303, "coco/tennis court_precision": 0.109, "coco/basketball court_precision": 0.0, "coco/ground track field_precision": 0.0, "coco/harbor_precision": 0.0, "coco/bridge_precision": 0.0, "coco/vehicle_precision": 0.161, "coco/bbox_mAP": 0.05, "coco/bbox_mAP_50": 0.187, "coco/bbox_mAP_75": 0.013, "coco/bbox_mAP_s": 0.085, "coco/bbox_mAP_m": 0.061, "coco/bbox_mAP_l": 0.001, "coco/segm_mAP": 0.067, "coco/segm_mAP_50": 0.175, "coco/segm_mAP_75": 0.039, "coco/segm_mAP_s": 0.019, "coco/segm_mAP_m": 0.081, "coco/segm_mAP_l": 0.024, "data_time": 0.013610845520382836, "time": 0.32747003010341097, "step": 2}
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{"lr": 0.005875871743486963, "data_time": 0.022604703903198242, "loss": 1.0794499802589417, "loss_rpn_cls": 0.09494413211941719, "loss_rpn_bbox": 0.03932337548583746, "loss_cls": 0.2975906629115343, "acc": 96.97265625, "loss_bbox": 0.31222940191626547, "loss_mask": 0.3353624060750008, "time": 0.556692099571228, "epoch": 3, "iter": 294, "memory": 19089, "step": 294}
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{"lr": 0.006876873747494977, "data_time": 0.02392362117767334, "loss": 0.911703964471817, "loss_rpn_cls": 0.09671889677643776, "loss_rpn_bbox": 0.03945599696598947, "loss_cls": 0.225969764739275, "acc": 92.67578125, "loss_bbox": 0.2504702989012003, "loss_mask": 0.2990890026092529, "time": 0.5599611949920654, "epoch": 3, "iter": 344, "memory": 16731, "step": 344}
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{"coco/airplane_precision": 0.034, "coco/ship_precision": 0.263, "coco/storage tank_precision": 0.642, "coco/baseball diamond_precision": 0.694, "coco/tennis court_precision": 0.328, "coco/basketball court_precision": 0.23, "coco/ground track field_precision": 0.355, "coco/harbor_precision": 0.216, "coco/bridge_precision": 0.027, "coco/vehicle_precision": 0.516, "coco/bbox_mAP": 0.235, "coco/bbox_mAP_50": 0.564, "coco/bbox_mAP_75": 0.158, "coco/bbox_mAP_s": 0.198, "coco/bbox_mAP_m": 0.28, "coco/bbox_mAP_l": 0.073, "coco/segm_mAP": 0.33, "coco/segm_mAP_50": 0.628, "coco/segm_mAP_75": 0.335, "coco/segm_mAP_s": 0.195, "coco/segm_mAP_m": 0.355, "coco/segm_mAP_l": 0.219, "data_time": 0.01948591073354085, "time": 0.3101569868269421, "step": 3}
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{"lr": 0.00831831663326652, "data_time": 0.026451921463012694, "loss": 0.8930928319692611, "loss_rpn_cls": 0.08838949128985404, "loss_rpn_bbox": 0.04697847765870392, "loss_cls": 0.2022188603132963, "acc": 94.921875, "loss_bbox": 0.2870590801537037, "loss_mask": 0.26844692215323446, "time": 0.5428087663650513, "epoch": 4, "iter": 416, "memory": 17165, "step": 416}
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| 11 |
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{"lr": 0.009319318637274532, "data_time": 0.024871716499328612, "loss": 0.8407199698686599, "loss_rpn_cls": 0.03937957664951682, "loss_rpn_bbox": 0.046251683011651036, "loss_cls": 0.19699599400162696, "acc": 91.796875, "loss_bbox": 0.3167696912586689, "loss_mask": 0.24132302075624465, "time": 0.5380112409591675, "epoch": 4, "iter": 466, "memory": 17112, "step": 466}
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{"coco/airplane_precision": 0.195, "coco/ship_precision": 0.398, "coco/storage tank_precision": 0.724, "coco/baseball diamond_precision": 0.761, "coco/tennis court_precision": 0.445, "coco/basketball court_precision": 0.337, "coco/ground track field_precision": 0.736, "coco/harbor_precision": 0.312, "coco/bridge_precision": 0.199, "coco/vehicle_precision": 0.546, "coco/bbox_mAP": 0.388, "coco/bbox_mAP_50": 0.801, "coco/bbox_mAP_75": 0.323, "coco/bbox_mAP_s": 0.371, "coco/bbox_mAP_m": 0.413, "coco/bbox_mAP_l": 0.26, "coco/segm_mAP": 0.465, "coco/segm_mAP_50": 0.81, "coco/segm_mAP_75": 0.501, "coco/segm_mAP_s": 0.317, "coco/segm_mAP_m": 0.477, "coco/segm_mAP_l": 0.402, "data_time": 0.011234516189211891, "time": 0.2313993942169916, "step": 4}
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{"lr": 0.009999999999999976, "data_time": 0.02506067752838135, "loss": 0.6998582065105439, "loss_rpn_cls": 0.022653297008946537, "loss_rpn_bbox": 0.04407755623571575, "loss_cls": 0.15696113578975202, "acc": 91.2109375, "loss_bbox": 0.2832003718614578, "loss_mask": 0.19296584650874138, "time": 0.5655949306488037, "epoch": 5, "iter": 538, "memory": 17165, "step": 538}
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{"lr": 0.009999999999999976, "data_time": 0.021469616889953615, "loss": 0.6376346242427826, "loss_rpn_cls": 0.01930072351358831, "loss_rpn_bbox": 0.035305831655859946, "loss_cls": 0.14282711818814278, "acc": 96.2890625, "loss_bbox": 0.23206985086202622, "loss_mask": 0.2081311011314392, "time": 0.5555571842193604, "epoch": 5, "iter": 588, "memory": 16915, "step": 588}
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| 15 |
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{"coco/airplane_precision": 0.292, "coco/ship_precision": 0.462, "coco/storage tank_precision": 0.789, "coco/baseball diamond_precision": 0.791, "coco/tennis court_precision": 0.51, "coco/basketball court_precision": 0.543, "coco/ground track field_precision": 0.628, "coco/harbor_precision": 0.426, "coco/bridge_precision": 0.323, "coco/vehicle_precision": 0.567, "coco/bbox_mAP": 0.488, "coco/bbox_mAP_50": 0.888, "coco/bbox_mAP_75": 0.496, "coco/bbox_mAP_s": 0.546, "coco/bbox_mAP_m": 0.528, "coco/bbox_mAP_l": 0.391, "coco/segm_mAP": 0.533, "coco/segm_mAP_50": 0.888, "coco/segm_mAP_75": 0.582, "coco/segm_mAP_s": 0.355, "coco/segm_mAP_m": 0.558, "coco/segm_mAP_l": 0.574, "data_time": 0.013070878528413318, "time": 0.18648718084607804, "step": 5}
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| 16 |
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{"lr": 0.009999999999999976, "data_time": 0.020365090370178224, "loss": 0.5680350160598755, "loss_rpn_cls": 0.018437237520702185, "loss_rpn_bbox": 0.03830749725922942, "loss_cls": 0.10873909838497639, "acc": 97.8515625, "loss_bbox": 0.21627380274236202, "loss_mask": 0.18627738192677498, "time": 0.5509903430938721, "epoch": 6, "iter": 660, "memory": 17074, "step": 660}
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| 17 |
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{"lr": 0.009999999999999976, "data_time": 0.035195226669311526, "loss": 0.5561914837360382, "loss_rpn_cls": 0.016276155752129852, "loss_rpn_bbox": 0.039889803710393607, "loss_cls": 0.11400260247290134, "acc": 91.796875, "loss_bbox": 0.21131165832281112, "loss_mask": 0.1747112575173378, "time": 0.5713283061981201, "epoch": 6, "iter": 710, "memory": 17165, "step": 710}
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| 18 |
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{"coco/airplane_precision": 0.233, "coco/ship_precision": 0.523, "coco/storage tank_precision": 0.707, "coco/baseball diamond_precision": 0.825, "coco/tennis court_precision": 0.55, "coco/basketball court_precision": 0.633, "coco/ground track field_precision": 0.819, "coco/harbor_precision": 0.498, "coco/bridge_precision": 0.221, "coco/vehicle_precision": 0.526, "coco/bbox_mAP": 0.553, "coco/bbox_mAP_50": 0.906, "coco/bbox_mAP_75": 0.649, "coco/bbox_mAP_s": 0.486, "coco/bbox_mAP_m": 0.585, "coco/bbox_mAP_l": 0.486, "coco/segm_mAP": 0.553, "coco/segm_mAP_50": 0.877, "coco/segm_mAP_75": 0.633, "coco/segm_mAP_s": 0.341, "coco/segm_mAP_m": 0.558, "coco/segm_mAP_l": 0.644, "data_time": 0.013302184286571685, "time": 0.19668394043332055, "step": 6}
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| 19 |
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{"lr": 0.009999999999999976, "data_time": 0.025477161407470705, "loss": 0.5364614006876945, "loss_rpn_cls": 0.01281081781256944, "loss_rpn_bbox": 0.03514255702961236, "loss_cls": 0.10285317946225404, "acc": 98.046875, "loss_bbox": 0.21783432289958, "loss_mask": 0.1678205245733261, "time": 0.5554457044601441, "epoch": 7, "iter": 782, "memory": 17165, "step": 782}
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| 20 |
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{"lr": 0.009999999999999976, "data_time": 0.022542271614074707, "loss": 0.5037244161963463, "loss_rpn_cls": 0.011391857513226569, "loss_rpn_bbox": 0.03220869595184922, "loss_cls": 0.09064600221812726, "acc": 98.4375, "loss_bbox": 0.20257618840783834, "loss_mask": 0.1669016745686531, "time": 0.5652728748321533, "epoch": 7, "iter": 832, "memory": 17165, "step": 832}
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| 21 |
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{"coco/airplane_precision": 0.336, "coco/ship_precision": 0.526, "coco/storage tank_precision": 0.722, "coco/baseball diamond_precision": 0.825, "coco/tennis court_precision": 0.627, "coco/basketball court_precision": 0.627, "coco/ground track field_precision": 0.799, "coco/harbor_precision": 0.571, "coco/bridge_precision": 0.372, "coco/vehicle_precision": 0.606, "coco/bbox_mAP": 0.568, "coco/bbox_mAP_50": 0.932, "coco/bbox_mAP_75": 0.63, "coco/bbox_mAP_s": 0.554, "coco/bbox_mAP_m": 0.585, "coco/bbox_mAP_l": 0.493, "coco/segm_mAP": 0.601, "coco/segm_mAP_50": 0.921, "coco/segm_mAP_75": 0.648, "coco/segm_mAP_s": 0.401, "coco/segm_mAP_m": 0.602, "coco/segm_mAP_l": 0.706, "data_time": 0.012164967400687081, "time": 0.16905146553402856, "step": 7}
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{"lr": 0.009999999999999976, "data_time": 0.02600433349609375, "loss": 0.45004736721515654, "loss_rpn_cls": 0.00855653895996511, "loss_rpn_bbox": 0.024327674200758338, "loss_cls": 0.08085998117923737, "acc": 98.828125, "loss_bbox": 0.17882206946611404, "loss_mask": 0.15748109862208368, "time": 0.5718430042266845, "epoch": 8, "iter": 904, "memory": 18434, "step": 904}
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| 23 |
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{"lr": 0.009999999999999976, "data_time": 0.04632256031036377, "loss": 0.4955714625120163, "loss_rpn_cls": 0.009773586650844664, "loss_rpn_bbox": 0.03903360269032419, "loss_cls": 0.09295119758695364, "acc": 95.3125, "loss_bbox": 0.19326372809708117, "loss_mask": 0.16054935067892073, "time": 0.6002412843704223, "epoch": 8, "iter": 954, "memory": 17165, "step": 954}
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| 91 |
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| 92 |
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| 93 |
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{"coco/airplane_precision": 0.465, "coco/ship_precision": 0.601, "coco/storage tank_precision": 0.84, "coco/baseball diamond_precision": 0.867, "coco/tennis court_precision": 0.697, "coco/basketball court_precision": 0.751, "coco/ground track field_precision": 0.926, "coco/harbor_precision": 0.623, "coco/bridge_precision": 0.473, "coco/vehicle_precision": 0.666, "coco/bbox_mAP": 0.712, "coco/bbox_mAP_50": 0.952, "coco/bbox_mAP_75": 0.828, "coco/bbox_mAP_s": 0.683, "coco/bbox_mAP_m": 0.73, "coco/bbox_mAP_l": 0.67, "coco/segm_mAP": 0.691, "coco/segm_mAP_50": 0.947, "coco/segm_mAP_75": 0.781, "coco/segm_mAP_s": 0.518, "coco/segm_mAP_m": 0.686, "coco/segm_mAP_l": 0.802, "data_time": 0.015594079380943662, "time": 0.12778880482628233, "step": 31}
|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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| 98 |
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|
| 99 |
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| 100 |
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| 101 |
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| 102 |
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