aws / aws/amazon-sagemaker-examples

object_detection_incremental_training.ipynb

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Dominant language
Jupyter Notebook
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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

Open the contributing 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

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