DeepPoseKit
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jgraving
a toolkit for pose estimation using deep learning
It's throwing the following error when I tried in Colab. ``` AttributeError Traceback (most recent call last) in () 6 epochs=100, 7 n_workers=8, ----> 8 steps_per_epoch=200, 9 ) 8 frames...
So when annotating, sometimes keypoints are either not visible due to the animal's posture, or in some cases literally missing (locusts can easily lose a limb). It would be good...
Hi, I am running the code for the first time. When running the demo code in examples/deeplabcut_data_example.ipynb I get the following error: FlipAxis(data_generator, axis=0) TypeError: Can't instantiate abstract class FlipAxis...
I've localized a video with a custom yolov4 model, which produces a boundary box around the subject that I use to crop the frame with. This method of localization seems...
When the pose graph is cyclic (e.g. A->B->C->A), [the while loop in `graph_to_edges`](https://github.com/jgraving/DeepPoseKit/blob/b817ddfdc56f81145cf1c955953999b49ccdcbab/deepposekit/utils/keypoints.py#L49) is infinite. I [solved this in my fork](https://github.com/richard-warren/DeepPoseKit/commit/2605047cb8ff07f7888f196f67310bffd4c38a18) by detecting cycles and giving them all their own...
I implemented these changes, plus two minor additions. First, for keypoints which are supposed to be not-visible, it seemed reasonable to replace their confience score with 1 minus the confidence...
This is just a suggestion for a possible fix for the draw_graph function. The first thing it does is restrict edge_confidence to the indices where lines != -1 (that is,...
Here's a simple fix preventing edges from being drawn to connect a feature with another un-labelled feature, which will have coordinates of [-999999 -999999].
If I use the video 'spider.mp4' (480 * 640 Px) the skeleton is predicted nicely but with a shift to the actual spider (c.f. video 'spider_posture.mp4') If I use the...
