transfer learning on pose models

[adamsau]

is it possible to do transfer learning on HRNet / Lite HRNet? I am trying to do keypoint detection on objects, not human. Any guidance on that?

[jin-s13]

MMPose will load imagenet-pretrained model for transfer learning. If you have enough data (>hundreds of imgs), you can train a good enough model for objects.

[adamsau]

https://mmpose.readthedocs.io/en/latest/papers/backbones.html#topdown-heatmap-litehrnet-on-coco @jin-s13 can you share the link of Lite HRNet weights trained on imagenet? I can't seem to find the pretrained weights of different models on imagenet.

[jin-s13]

lite-HRNet does not have imagenet pre-trained models. But HRNet has.

[adamsau]

is there a link for all models pretrained on imagenet?

[jin-s13]

Most models can be found in MMClassification and mmcv modelzoo.