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rtdetr-r50-ball-handler-finetune

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End of training

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  1. README.md +35 -35
  2. model.safetensors +1 -1
  3. preprocessor_config.json +2 -2
  4. runs/Feb07_19-50-21_c31ff0048c1b/events.out.tfevents.1738957827.c31ff0048c1b.442.0 +3 -0
  5. runs/Feb07_19-50-21_c31ff0048c1b/events.out.tfevents.1738958180.c31ff0048c1b.442.1 +3 -0
  6. runs/Feb07_19-50-21_c31ff0048c1b/events.out.tfevents.1738962530.c31ff0048c1b.442.2 +3 -0
  7. training_args.bin +1 -1
README.md CHANGED
@@ -16,33 +16,33 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [PekingU/rtdetr_r50vd_coco_o365](https://huggingface.co/PekingU/rtdetr_r50vd_coco_o365) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 15.3542
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- - Map: 0.2723
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- - Map 50: 0.4222
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- - Map 75: 0.3332
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- - Map Small: 0.0
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- - Map Medium: 0.2971
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- - Map Large: 0.3622
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- - Mar 1: 0.3211
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- - Mar 10: 0.5908
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- - Mar 100: 0.6312
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- - Mar Small: 0.0
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- - Mar Medium: 0.5733
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- - Mar Large: 0.8334
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- - Map Player: 0.4286
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- - Mar 100 Player: 0.6238
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- - Map Ball-handler: 0.4234
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- - Mar 100 Ball-handler: 0.6854
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- - Map Ball-handler-floor: 0.3253
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- - Mar 100 Ball-handler-floor: 0.8667
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- - Map Basketball: 0.3541
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- - Mar 100 Basketball: 0.45
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  - Map Head: -1.0
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  - Mar 100 Head: -1.0
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- - Map People: 0.1937
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- - Mar 100 People: 1.0
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- - Map Player-floor: 0.1811
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- - Mar 100 Player-floor: 0.7923
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  - Map Rim: 0.0
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  - Mar 100 Rim: 0.0
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@@ -76,16 +76,16 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Map | Map 50 | Map 75 | Map Small | Map Medium | Map Large | Mar 1 | Mar 10 | Mar 100 | Mar Small | Mar Medium | Mar Large | Map Player | Mar 100 Player | Map Ball-handler | Mar 100 Ball-handler | Map Ball-handler-floor | Mar 100 Ball-handler-floor | Map Basketball | Mar 100 Basketball | Map Head | Mar 100 Head | Map People | Mar 100 People | Map Player-floor | Mar 100 Player-floor | Map Rim | Mar 100 Rim |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:----------:|:---------:|:------:|:------:|:-------:|:---------:|:----------:|:---------:|:----------:|:--------------:|:----------------:|:--------------------:|:----------------------:|:--------------------------:|:--------------:|:------------------:|:--------:|:------------:|:----------:|:--------------:|:----------------:|:--------------------:|:-------:|:-----------:|
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- | No log | 1.0 | 232 | 13.7954 | 0.1188 | 0.1866 | 0.1315 | -1.0 | 0.1261 | 0.1105 | 0.1533 | 0.5017 | 0.6346 | -1.0 | 0.5718 | 0.6455 | 0.4134 | 0.7064 | 0.1376 | 0.7172 | 0.1075 | 0.808 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0042 | 0.84 | 0.0498 | 0.7358 | -1.0 | -1.0 |
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- | No log | 2.0 | 464 | 14.9556 | 0.1441 | 0.2213 | 0.1625 | -1.0 | 0.1326 | 0.1418 | 0.2197 | 0.6372 | 0.7742 | -1.0 | 0.7051 | 0.7861 | 0.2498 | 0.6621 | 0.2888 | 0.7269 | 0.2433 | 0.8187 | 0.005 | 0.825 | -1.0 | -1.0 | 0.001 | 0.84 | 0.0765 | 0.7728 | -1.0 | -1.0 |
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- | 16.4453 | 3.0 | 696 | 15.1572 | 0.2839 | 0.398 | 0.3248 | -1.0 | 0.2157 | 0.2927 | 0.3878 | 0.698 | 0.7892 | -1.0 | 0.7613 | 0.7917 | 0.2996 | 0.6679 | 0.3478 | 0.7353 | 0.2745 | 0.816 | 0.6558 | 0.85 | -1.0 | -1.0 | 0.0019 | 0.88 | 0.1236 | 0.786 | -1.0 | -1.0 |
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- | 16.4453 | 4.0 | 928 | 15.3743 | 0.3088 | 0.4232 | 0.3483 | -1.0 | 0.353 | 0.2975 | 0.3971 | 0.7345 | 0.7744 | -1.0 | 0.7704 | 0.7755 | 0.3414 | 0.656 | 0.4043 | 0.7395 | 0.1791 | 0.836 | 0.7914 | 0.95 | -1.0 | -1.0 | 0.0023 | 0.7 | 0.1343 | 0.7646 | -1.0 | -1.0 |
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- | 12.4 | 5.0 | 1160 | 15.4849 | 0.3022 | 0.4208 | 0.3483 | -1.0 | 0.2942 | 0.2882 | 0.4645 | 0.7198 | 0.7856 | -1.0 | 0.7355 | 0.7859 | 0.3073 | 0.634 | 0.3843 | 0.7248 | 0.2169 | 0.8347 | 0.7684 | 0.9 | -1.0 | -1.0 | 0.0042 | 0.88 | 0.1319 | 0.7403 | -1.0 | -1.0 |
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- | 12.4 | 6.0 | 1392 | 15.4884 | 0.3458 | 0.4879 | 0.3961 | -1.0 | 0.4409 | 0.3185 | 0.4471 | 0.7349 | 0.7894 | -1.0 | 0.7262 | 0.802 | 0.4268 | 0.6662 | 0.4254 | 0.7387 | 0.2382 | 0.8413 | 0.8268 | 0.925 | -1.0 | -1.0 | 0.0101 | 0.8 | 0.1476 | 0.7654 | -1.0 | -1.0 |
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- | 10.9806 | 7.0 | 1624 | 15.4624 | 0.3737 | 0.5267 | 0.4016 | -1.0 | 0.3498 | 0.3471 | 0.4823 | 0.7588 | 0.7874 | -1.0 | 0.7226 | 0.7956 | 0.4218 | 0.6573 | 0.4419 | 0.7315 | 0.152 | 0.8373 | 0.7962 | 0.9 | -1.0 | -1.0 | 0.2813 | 0.86 | 0.149 | 0.7383 | -1.0 | -1.0 |
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- | 10.9806 | 8.0 | 1856 | 15.5033 | 0.3692 | 0.5205 | 0.408 | -1.0 | 0.2937 | 0.3558 | 0.4892 | 0.763 | 0.7995 | -1.0 | 0.7167 | 0.8156 | 0.4096 | 0.6676 | 0.4371 | 0.7256 | 0.1948 | 0.84 | 0.7518 | 0.925 | -1.0 | -1.0 | 0.2703 | 0.9 | 0.1519 | 0.7387 | -1.0 | -1.0 |
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- | 9.9713 | 9.0 | 2088 | 15.5223 | 0.4094 | 0.5767 | 0.4448 | -1.0 | 0.4323 | 0.3793 | 0.5058 | 0.7655 | 0.7933 | -1.0 | 0.6991 | 0.8073 | 0.4424 | 0.6608 | 0.4569 | 0.7298 | 0.2532 | 0.8453 | 0.8259 | 0.9 | -1.0 | -1.0 | 0.326 | 0.88 | 0.1523 | 0.744 | -1.0 | -1.0 |
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- | 9.9713 | 10.0 | 2320 | 15.5442 | 0.3952 | 0.5575 | 0.4267 | -1.0 | 0.347 | 0.3714 | 0.4778 | 0.7698 | 0.7954 | -1.0 | 0.6974 | 0.8104 | 0.4042 | 0.6645 | 0.4465 | 0.7303 | 0.2555 | 0.84 | 0.78 | 0.875 | -1.0 | -1.0 | 0.3222 | 0.92 | 0.163 | 0.7428 | -1.0 | -1.0 |
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  ### Framework versions
 
16
 
17
  This model is a fine-tuned version of [PekingU/rtdetr_r50vd_coco_o365](https://huggingface.co/PekingU/rtdetr_r50vd_coco_o365) on an unknown dataset.
18
  It achieves the following results on the evaluation set:
19
+ - Loss: 12.6727
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+ - Map: 0.2908
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+ - Map 50: 0.4405
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+ - Map 75: 0.2916
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+ - Map Small: 0.0665
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+ - Map Medium: 0.3114
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+ - Map Large: 0.3807
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+ - Mar 1: 0.2993
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+ - Mar 10: 0.5615
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+ - Mar 100: 0.583
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+ - Mar Small: 0.2
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+ - Mar Medium: 0.7166
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+ - Mar Large: 0.7854
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+ - Map Player: 0.4295
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+ - Mar 100 Player: 0.6432
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+ - Map Ball-handler: 0.3115
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+ - Mar 100 Ball-handler: 0.6877
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+ - Map Ball-handler-floor: 0.04
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+ - Mar 100 Ball-handler-floor: 0.85
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+ - Map Basketball: 0.3535
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+ - Mar 100 Basketball: 0.4
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  - Map Head: -1.0
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  - Mar 100 Head: -1.0
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+ - Map People: 0.7525
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+ - Mar 100 People: 0.75
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+ - Map Player-floor: 0.1487
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+ - Mar 100 Player-floor: 0.75
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  - Map Rim: 0.0
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  - Mar 100 Rim: 0.0
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  | Training Loss | Epoch | Step | Validation Loss | Map | Map 50 | Map 75 | Map Small | Map Medium | Map Large | Mar 1 | Mar 10 | Mar 100 | Mar Small | Mar Medium | Mar Large | Map Player | Mar 100 Player | Map Ball-handler | Mar 100 Ball-handler | Map Ball-handler-floor | Mar 100 Ball-handler-floor | Map Basketball | Mar 100 Basketball | Map Head | Mar 100 Head | Map People | Mar 100 People | Map Player-floor | Mar 100 Player-floor | Map Rim | Mar 100 Rim |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:----------:|:---------:|:------:|:------:|:-------:|:---------:|:----------:|:---------:|:----------:|:--------------:|:----------------:|:--------------------:|:----------------------:|:--------------------------:|:--------------:|:------------------:|:--------:|:------------:|:----------:|:--------------:|:----------------:|:--------------------:|:-------:|:-----------:|
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+ | No log | 1.0 | 232 | 12.1637 | 0.1613 | 0.2423 | 0.1719 | -1.0 | 0.1295 | 0.1419 | 0.2973 | 0.6614 | 0.7375 | -1.0 | 0.7151 | 0.7664 | 0.379 | 0.6798 | 0.2057 | 0.7063 | 0.0366 | 0.7893 | 0.0064 | 0.825 | -1.0 | -1.0 | 0.3062 | 0.84 | 0.0338 | 0.5848 | -1.0 | -1.0 |
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+ | No log | 2.0 | 464 | 11.9739 | 0.1493 | 0.2363 | 0.1613 | -1.0 | 0.1421 | 0.288 | 0.4387 | 0.6973 | 0.7511 | -1.0 | 0.6618 | 0.785 | 0.2426 | 0.6848 | 0.2934 | 0.7139 | 0.1291 | 0.796 | 0.1274 | 0.825 | -1.0 | -1.0 | 0.046 | 0.84 | 0.057 | 0.6469 | -1.0 | -1.0 |
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+ | 16.3591 | 3.0 | 696 | 12.2254 | 0.2604 | 0.3704 | 0.2989 | -1.0 | 0.1998 | 0.2663 | 0.4591 | 0.7305 | 0.7747 | -1.0 | 0.7052 | 0.799 | 0.3183 | 0.682 | 0.421 | 0.7366 | 0.0823 | 0.772 | 0.1393 | 0.85 | -1.0 | -1.0 | 0.5425 | 0.92 | 0.059 | 0.6877 | -1.0 | -1.0 |
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+ | 16.3591 | 4.0 | 928 | 12.6746 | 0.2151 | 0.3231 | 0.2456 | -1.0 | 0.2055 | 0.3285 | 0.4947 | 0.7412 | 0.7692 | -1.0 | 0.7274 | 0.8024 | 0.4005 | 0.6848 | 0.4143 | 0.7277 | 0.1024 | 0.7893 | 0.1678 | 0.925 | -1.0 | -1.0 | 0.1233 | 0.8 | 0.082 | 0.6881 | -1.0 | -1.0 |
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+ | 12.4571 | 5.0 | 1160 | 12.7896 | 0.2785 | 0.4006 | 0.3031 | -1.0 | 0.2273 | 0.3351 | 0.5048 | 0.761 | 0.7904 | -1.0 | 0.7003 | 0.8202 | 0.4383 | 0.6886 | 0.3893 | 0.7286 | 0.1583 | 0.8027 | 0.3371 | 0.925 | -1.0 | -1.0 | 0.2581 | 0.88 | 0.0899 | 0.7177 | -1.0 | -1.0 |
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+ | 12.4571 | 6.0 | 1392 | 12.8732 | 0.3974 | 0.5323 | 0.4427 | -1.0 | 0.3075 | 0.4263 | 0.5162 | 0.7599 | 0.7825 | -1.0 | 0.7101 | 0.819 | 0.4679 | 0.6912 | 0.4184 | 0.721 | 0.1791 | 0.8 | 0.8403 | 0.925 | -1.0 | -1.0 | 0.3377 | 0.86 | 0.1411 | 0.6979 | -1.0 | -1.0 |
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+ | 11.0844 | 7.0 | 1624 | 12.7970 | 0.3535 | 0.5039 | 0.3956 | -1.0 | 0.2993 | 0.4295 | 0.4771 | 0.7622 | 0.7779 | -1.0 | 0.7082 | 0.8071 | 0.4828 | 0.6966 | 0.4018 | 0.713 | 0.1785 | 0.78 | 0.6242 | 0.95 | -1.0 | -1.0 | 0.2852 | 0.82 | 0.1487 | 0.7078 | -1.0 | -1.0 |
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+ | 11.0844 | 8.0 | 1856 | 12.9335 | 0.3639 | 0.5035 | 0.4121 | -1.0 | 0.3213 | 0.411 | 0.4975 | 0.7731 | 0.788 | -1.0 | 0.7143 | 0.8226 | 0.4617 | 0.6905 | 0.3972 | 0.7109 | 0.183 | 0.7773 | 0.5394 | 0.925 | -1.0 | -1.0 | 0.427 | 0.9 | 0.175 | 0.7243 | -1.0 | -1.0 |
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+ | 10.1323 | 9.0 | 2088 | 13.1395 | 0.3272 | 0.4701 | 0.3811 | -1.0 | 0.3284 | 0.3028 | 0.4761 | 0.7724 | 0.7919 | -1.0 | 0.7067 | 0.8194 | 0.474 | 0.6904 | 0.3917 | 0.7265 | 0.1156 | 0.796 | 0.4345 | 0.95 | -1.0 | -1.0 | 0.3848 | 0.88 | 0.1628 | 0.7086 | -1.0 | -1.0 |
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+ | 10.1323 | 10.0 | 2320 | 13.0695 | 0.3422 | 0.4834 | 0.3906 | -1.0 | 0.3255 | 0.3584 | 0.499 | 0.7576 | 0.7741 | -1.0 | 0.6972 | 0.8022 | 0.4799 | 0.6907 | 0.3888 | 0.7239 | 0.1122 | 0.7973 | 0.5208 | 0.9 | -1.0 | -1.0 | 0.3781 | 0.82 | 0.1734 | 0.7128 | -1.0 | -1.0 |
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  ### Framework versions
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