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The likelihoods (confidences) produced by SimCCPredictor were not consistent with the expected behavior of SimCC decoding.
In some experiments, likelihoods exceeded 1, because the predi... |
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| Reload | https://github.com/DeepLabCut/DeepLabCut/pull/3078 |
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| AlexEMG | https://github.com/AlexEMG |
| main | https://github.com/DeepLabCut/DeepLabCut/tree/main |
| maxim/fix_rtmpose_likelihood | https://github.com/DeepLabCut/DeepLabCut/tree/maxim/fix_rtmpose_likelihood |
| Conversation | https://github.com/DeepLabCut/DeepLabCut/pull/3078 |
| Commits38 (38) | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits |
| Checks | https://github.com/DeepLabCut/DeepLabCut/pull/3078/checks |
| Files changed | https://github.com/DeepLabCut/DeepLabCut/pull/3078/files |
| Fix RTMPose likelihood computation | https://github.com/DeepLabCut/DeepLabCut/pull/3078#top |
| AlexEMG | https://github.com/AlexEMG |
| main | https://github.com/DeepLabCut/DeepLabCut/tree/main |
| maxim/fix_rtmpose_likelihood | https://github.com/DeepLabCut/DeepLabCut/tree/maxim/fix_rtmpose_likelihood |
|
| https://github.com/maximpavliv |
| maximpavliv | https://github.com/maximpavliv |
| Aug 22, 2025 | https://github.com/DeepLabCut/DeepLabCut/pull/3078#issue-3344831061 |
| original MMPose predictor implementation | https://github.com/open-mmlab/mmpose/blob/759b39c13fea6ba094afc1fa932f51dc1b11cbf9/mmpose/codecs/simcc_label.py |
| original MMPose decoding logic | https://github.com/open-mmlab/mmpose/blob/759b39c13fea6ba094afc1fa932f51dc1b11cbf9/mmpose/codecs/simcc_label.py#L193-L198 |
| Please reload this page | https://github.com/DeepLabCut/DeepLabCut/pull/3078 |
| maximpavliv | https://github.com/maximpavliv |
| July 21, 2025 14:10 | https://github.com/DeepLabCut/DeepLabCut/pull/3078#commits-pushed-2abf37c |
|
| https://github.com/maximpavliv |
| Trim superanimal_humanbody.yaml default project config | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/2abf37cf0656725ef4227d81be388ed47b8b072a |
| 2abf37c | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/2abf37cf0656725ef4227d81be388ed47b8b072a |
|
| https://github.com/maximpavliv |
| Trim superanimal_humanbody_colors | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/a1a6be126ad56e038807f835dd5f6f79c62308b8 |
| a1a6be1 | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/a1a6be126ad56e038807f835dd5f6f79c62308b8 |
|
| https://github.com/maximpavliv |
| Correct get_checkpoint_epoch | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/dfbce1d61fa24ac735ca7760ccf3c9a5244e34c2 |
| dfbce1d | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/dfbce1d61fa24ac735ca7760ccf3c9a5244e34c2 |
|
| https://github.com/maximpavliv |
| Add rtmpose_x modelzoo model config | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/1432a73ac5a72fa4ca01d8c8fdfdf7549922cf41 |
| 1432a73 | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/1432a73ac5a72fa4ca01d8c8fdfdf7549922cf41 |
|
| https://github.com/maximpavliv |
| Add FilteredDetector | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/a4d74ccdb2e3c7533bd9d5f6f09f3fd91a07ef63 |
| a4d74cc | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/a4d74ccdb2e3c7533bd9d5f6f09f3fd91a07ef63 |
|
| https://github.com/maximpavliv |
| Add get_filtered_coco_detector_inference_runner() method | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/0cbfe59fd5193dac13d1fb14102bb03f530345c7 |
| 0cbfe59 | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/0cbfe59fd5193dac13d1fb14102bb03f530345c7 |
|
| https://github.com/maximpavliv |
| Add ScaleToUnitRange transform | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/84b230ebe3e3f398a0ddf07e283d50c5729907be |
| 84b230e | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/84b230ebe3e3f398a0ddf07e283d50c5729907be |
|
| https://github.com/maximpavliv |
| Superanimal humanbody inference: use filtered detector runner | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/c4c1318317c6d1d6ad42845dff3766f775ce1bde |
| c4c1318 | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/c4c1318317c6d1d6ad42845dff3766f775ce1bde |
|
| https://github.com/maximpavliv |
| ModelZoo tab: make humanbody general case | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/dc511cdc8e2a785311a467a99c3e77a9d99a8928 |
| dc511cd | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/dc511cdc8e2a785311a467a99c3e77a9d99a8928 |
|
| https://github.com/maximpavliv |
| get_super_animal_scorer(): add torchvision_detector_name arg | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/479cc66c4698c1ae63d9756f1c4b77e5ce482832 |
| 479cc66 | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/479cc66c4698c1ae63d9756f1c4b77e5ce482832 |
|
| https://github.com/maximpavliv |
| Remove superanimal_humanbody_video_inference.py module | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/6a14584148a8e29eb378630a91180f90684412de |
| 6a14584 | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/6a14584148a8e29eb378630a91180f90684412de |
|
| https://github.com/maximpavliv |
| Regularize get_super_animal_model_config_path() | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/677481228433dd27f50a193004edbd562bbfc93c |
| 6774812 | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/677481228433dd27f50a193004edbd562bbfc93c |
|
| https://github.com/maximpavliv |
| Regularize load_super_animal_config() | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/424ac92941fbdf30ff61c432a2b6575fc3836ca6 |
| 424ac92 | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/424ac92941fbdf30ff61c432a2b6575fc3836ca6 |
|
| https://github.com/maximpavliv |
| Regularize download_super_animal_snapshot() | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/04438f844ea1b53e2b23a50e25866158ad606a18 |
| 04438f8 | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/04438f844ea1b53e2b23a50e25866158ad606a18 |
|
| https://github.com/maximpavliv |
| update_config(): superanimal_humanbody - compatible | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/256977bfa8b7f2b15c3528df8aa0724fd924a7c8 |
| 256977b | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/256977bfa8b7f2b15c3528df8aa0724fd924a7c8 |
|
| https://github.com/maximpavliv |
| Revert video_inference() | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/8d4cf202a1bd2bdd65ab0e85d92f9deb08356557 |
| 8d4cf20 | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/8d4cf202a1bd2bdd65ab0e85d92f9deb08356557 |
|
| https://github.com/maximpavliv |
| Revert create_df_from_prediction() | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/edf4f9ddf7c00c22cfb01418f479cd58abc39a29 |
| edf4f9d | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/edf4f9ddf7c00c22cfb01418f479cd58abc39a29 |
|
| https://github.com/maximpavliv |
| Restore CTDInferenceRunner | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/cded5817dde33eb89b1f8a9571115549ad436400 |
| cded581 | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/cded5817dde33eb89b1f8a9571115549ad436400 |
|
| https://github.com/maximpavliv |
| Remove TorchvisionDetectorInferenceRunner | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/7eaf923a015384ae895e4404ad766a8e90e68309 |
| 7eaf923 | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/7eaf923a015384ae895e4404ad766a8e90e68309 |
|
| https://github.com/maximpavliv |
| Revert DetectorInferenceRunner | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/feb34d13f7ffc4280a6f2618e962be66f601acc5 |
| feb34d1 | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/feb34d13f7ffc4280a6f2618e962be66f601acc5 |
|
| https://github.com/maximpavliv |
| superanimal_analyze_images() - make humanbody compatible | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/711a47eb7d9e7ab8e7aa4812c68fd5f74f313074 |
| 711a47e | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/711a47eb7d9e7ab8e7aa4812c68fd5f74f313074 |
|
| https://github.com/maximpavliv |
| Revert build_predictions_dataframe() | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/28e4dd046c7effb2916bc33ea14fbac369d00dc3 |
| 28e4dd0 | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/28e4dd046c7effb2916bc33ea14fbac369d00dc3 |
|
| https://github.com/maximpavliv |
| Revert get_inference_runners() | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/193f935688080d852d959580fc17864b7bca3c73 |
| 193f935 | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/193f935688080d852d959580fc17864b7bca3c73 |
|
| https://github.com/maximpavliv |
| Revert detectors/fasterRCNN.py | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/613b2ac5ba8b75dce188f42ce49b90457959030a |
| 613b2ac | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/613b2ac5ba8b75dce188f42ce49b90457959030a |
|
| https://github.com/maximpavliv |
| Revert detectors/torchvision.py | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/d848741b7ae73c64475ba588a5109399408cf10d |
| d848741 | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/d848741b7ae73c64475ba588a5109399408cf10d |
|
| https://github.com/maximpavliv |
| Revert base Runner | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/bba86890a4ed252e48801702f2ab062492ae6668 |
| bba8689 | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/bba86890a4ed252e48801702f2ab062492ae6668 |
|
| https://github.com/maximpavliv |
| Fix superanimal_humanbody unit test | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/25fa08dfc43dd69db2ee0d94996341bb8ebdd056 |
| 25fa08d | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/25fa08dfc43dd69db2ee0d94996341bb8ebdd056 |
|
| https://github.com/maximpavliv |
| Disable video adaptation for superanimal_humanbody | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/425484b5d24c4b2365e10add9b315e998571db77 |
| 425484b | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/425484b5d24c4b2365e10add9b315e998571db77 |
|
| https://github.com/maximpavliv |
| Fix testscript_superanimal_inference.py | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/4b04013819ac8f07107b961dd228e6dd7f83a673 |
| 4b04013 | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/4b04013819ac8f07107b961dd228e6dd7f83a673 |
|
| https://github.com/maximpavliv |
| Remove debug print | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/eea470e7f1a2e2f98616d5ed685e2daa3f988ff6 |
| eea470e | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/eea470e7f1a2e2f98616d5ed685e2daa3f988ff6 |
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| July 31, 2025 13:45 | https://github.com/DeepLabCut/DeepLabCut/pull/3078#commits-pushed-3d47a36 |
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| Black formatting | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/3d47a36e438321a2ef8ef1200c3e440d64bd4673 |
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| SimCCPredictor: add visilibity computation | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/03456da84c05fa5e6575c52ed3e0c38b12ebb2bb |
| 03456da | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/03456da84c05fa5e6575c52ed3e0c38b12ebb2bb |
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| Add new SimCCPredictor params to model configs | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/c6bd02b59a9f8da4bdf06972fe0e706583d03c6b |
| c6bd02b | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/c6bd02b59a9f8da4bdf06972fe0e706583d03c6b |
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| August 22, 2025 09:36 | https://github.com/DeepLabCut/DeepLabCut/pull/3078#event-19283852209 |
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bug fix!
| https://github.com/DeepLabCut/DeepLabCut/issues?q=state%3Aopen%20label%3A%22bug%20fix%21%22 |
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DLC3.0🔥
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Aug 22, 2025
| https://github.com/DeepLabCut/DeepLabCut/pull/3078#ref-pullrequest-3344850335 |
|
Fix RTMPose likelihood computation
DeepLabCut/DeepLabCut-live#131
| https://github.com/DeepLabCut/DeepLabCut-live/pull/131 |
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| Merge branch 'main' into maxim/fix_rtmpose_likelihood | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/749ca90b0e16a67cc1b6d0cda046a93a17d745b8 |
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| September 1, 2025 12:30 | https://github.com/DeepLabCut/DeepLabCut/pull/3078#event-19441334991 |
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Sep 1, 2025
| https://github.com/DeepLabCut/DeepLabCut/pull/3078#pullrequestreview-3173463257 |
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View reviewed changes
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| SimCCPredictor constructor: restore args order | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/bd9e618c206ffc8ac6918ba9ee4267fa41971acf |
| bd9e618 | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/bd9e618c206ffc8ac6918ba9ee4267fa41971acf |
| https://github.com/maximpavliv |
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| September 5, 2025 20:35 | https://github.com/DeepLabCut/DeepLabCut/pull/3078#commits-pushed-f7a993f |
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| Merge branch 'main' into maxim/fix_rtmpose_likelihood | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/f7a993f90bb6574a6be353eb67992887878d5924 |
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| https://github.com/maximpavliv |
| Merge branch 'main' into maxim/fix_rtmpose_likelihood | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/f6a92522abd4f9cbf35a26cc25e041f35cf05c4a |
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| Merge branch 'main' into maxim/fix_rtmpose_likelihood | https://github.com/DeepLabCut/DeepLabCut/pull/3078/commits/e0d570f5a075b5fff7900b44352563efea3f0c4f |
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Sep 16, 2025
| https://github.com/DeepLabCut/DeepLabCut/pull/3078#pullrequestreview-3228705732 |
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View reviewed changes
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Oct 25, 2025
| https://github.com/DeepLabCut/DeepLabCut/pull/3078#ref-issue-3514722267 |
|
Confidence values above 1 for rtmpose model
#3126
| https://github.com/DeepLabCut/DeepLabCut/issues/3126 |
| https://github.com/deruyter92 |
| deruyter92 | https://github.com/deruyter92 |
|
May 5, 2026
| https://github.com/DeepLabCut/DeepLabCut/pull/3078#ref-pullrequest-4382559957 |
|
update RTMPose SimCCPredictor: expose apply_softmax and fix visibility thresholding
#3306
| https://github.com/DeepLabCut/DeepLabCut/pull/3306 |
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AlexEMG
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n-poulsen
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bug fix!
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DLC3.0🔥
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