weilinear / webvision

This package provides simple functions to verify and evaluate WebVision dataset.

WebVision

This package provides simple functions to verify and evaluate WebVision dataset. WebVision Workshop will be held in conjunction with CVPR 2018.

• Dataset Specification is in config.py.
• Commandline is util.py.

  1. The following command will verify the integrity of the downloaded dataset according to path specified in config.py

     $ python util.py --validate

  2. The following command will evaluate a validation result with top-k accurarcy.

     $ python util.py --eval_val / path/to/val.txt --top_k 5

     Adding --class_average will calculate accuracy per class. The final accuracy is a average over the per-class accuracies.