Sergiu Waxmann comments

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                                            Sergiu Waxmann

I am a Hub Pro User, Trying to Upload Data For Pose detection, after upload its showing Unable to process the dataset error.

@kumarneeraj2005 @Laughing-q discovered the issue occurs when there is an empty array of keypoints in the dataset and created a [PR](https://github.com/ultralytics/ultralytics/pull/10415) to fix this. Thank you for bringing this to...

I am a Hub Pro User, Trying to Upload Data For Pose detection, after upload its showing Unable to process the dataset error.

@kumarneeraj2005 Unfortunately, I do not have access to your dataset but I can see in the [screenshot you shared](https://private-user-images.githubusercontent.com/8565041/326427865-1f79a8db-5383-4fac-86eb-850a20115f4d.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.-6pqBqd54yWB_tBWYHMwYidqtv9xmfcB_nNUHqf0LGI) that you have 3 backgrounds.

I am a Hub Pro User, Trying to Upload Data For Pose detection, after upload its showing Unable to process the dataset error.

@kumarneeraj2005 I am glad the upload works. Once again, thank you for bringing this to our attention! The estimated remaining training time is adjusted during training (it takes us a...

I am a Hub Pro User, Trying to Upload Data For Pose detection, after upload its showing Unable to process the dataset error.

@kumarneeraj2005 It looks like you resumed training. This might be a UI issue (not showing the first training session as completed). I will investigate our system and refund the extra...

I am a Hub Pro User, Trying to Upload Data For Pose detection, after upload its showing Unable to process the dataset error.

@kumarneeraj2005 I replied on the [other issue](https://github.com/ultralytics/hub/issues/675#issuecomment-2095956760) you opened.

Problem resuming training in Google Colab

Closing this issue as it is duplicated by #674.

Problem resuming training in Google Colab (Continued)

@sebasmej We just checked and everything is working fine when starting/resuming training in Google Colab. Do you still have the issues above?

Problem resuming training in Google Colab (Continued)

@sebasmej I’ve reviewed your model, and it appears there was indeed a hiccup with uploading the checkpoint for epoch 32. As a temporary measure, I’ve reverted the checkpoint to epoch...

Problem resuming training in Google Colab (Continued)

@sebasmej I am glad your issue was solved. Thank you for you patience! Hopefully, our team can implement a permanent fix soon as well.

After Model training on HUB, while testing model getting below error

@kumarneeraj2005 We just tested Pose inference on our end using a model trained on the [Ultralytics COCO8-POSE Dataset](https://github.com/ultralytics/hub/blob/main/example_datasets/coco8-pose.zip) and everything seems to be working fine. The error you are seeing...