aws / aws/amazon-sagemaker-examples
object_detection_incremental_training.ipynb
- Dominant language
- Jupyter Notebook
- Stars
- 11k
- Forks
- 7k
- Avg merge
- 8h 29m
- Merged PRs (30d)
- 8
Description
Hangs on the following commented out command that also requires user input:
#python /tools/im2rec.py --pack-label --num-thread 4 your_lst_file_name /your_image_folder
When this command is skipped, training completes.
Throws the following error during inference:
ValidationError: An error occurred (ValidationError) when calling the InvokeEndpoint operation: 1 validation error detected: Value at 'body' failed to satisfy constraint: Member must not be null
Contributor guide
Research direction
Start with object_detection_incremental_training.ipynb and run the notebook while checking the commented im2rec.py command and the inference cell. Investigate why skipping that command allows training to finish but produces a null body for InvokeEndpoint. Done means the notebook completes training and inference without requiring unintended input or raising the reported ValidationError.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- aws, jupyter-notebook
- Domain
- cloud, machine-learning
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100