AllenInstitute/lightning-pose-data_name-ctlut-face-disc-model

Lightning Pose Model

Published by Hilda Azimi · Trained by Anna Lakunina on DATA_NAME (he S3 path or data asset ID).

• Backbone: resnet50_animal_ap10k
• Losses used: ['pca_singleview']
• Keypoints (18): eye_top, eye_right, eye_bottom, eye_left, pupil_top, pupil_right, pupil_bottom, pupil_left, pupil_top_right, pupil_bottom_right, pupil_bottom_left, pupil_top_left, reflection, nostril, nose_tip, whisker_1, whisker_2, whisker_3
• Epochs: 300-300, train/val split: 0.95/0.05
• Supervised RMSE (validation): 0.64 resized-px

Performance

Supervised RMSE (from TensorBoard logs, unit: resized-px - measured on the resized training image, not original-frame pixels). Lower is better. No per-keypoint pixel-error file was found; the numbers below come from the training logs instead. Source: events.out.tfevents.1736539402.f2768a15001d.48.0

Set	Final RMSE	Best RMSE
train	0.34	0.29
validation	0.77	0.64

Changelog

v1.0

what this model is / what changed