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Caltech Pedestrian Dataset Converter

Requirements

  • OpenCV 3.0+ (with Python binding)
  • Python 2.7+, 3.4+, 3.5+
  • NumPy 1.10+
  • SciPy 0.16+

Caltech Pedestrian Dataset

$ bash shells/download.sh
$ python scripts/convert_annotations.py
$ python scripts/convert_seqs.py

Each .seq movie is separated into .png images. Each image's filename is consisted of {set**}_{V***}_{frame_num}.png. According to the official site, set06~set10 are for test dataset, while the rest are for training dataset.

(Number of objects: 346621)

Draw Bounding Boxes

$ python tests/test_plot_annotations.py