---
library_name: lightning-pose
tags:
- lightning-pose
- pose-estimation
trained_by: "Anna Lakunina"
published_by: "Hilda Azimi"
data_name: "DATA_NAME"
data_address: "he S3 path or data asset ID"
backbone: "resnet50_animal_ap10k"
losses_used: ['pca_singleview']
num_keypoints: 18
keypoint_names: ['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']
num_views: 1
views: ['single']
epochs: "300-300"
train_prob: 0.95
val_prob: 0.05
latest_version: "v1.0"
perf_metric: "supervised_rmse"
perf_value: 0.64
perf_unit: "resized-px"
perf_set: "validation"
---

## 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