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BumbleBee-BBStream / yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
GNU General Public License v3.0
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Train yolov7_pcbboard_v0 #6

Open Samuel-wei opened 1 year ago

Samuel-wei commented 1 year ago

April 11, 2023, Daheng_pcbboard

NG can be detected from the images without OK objects.

pcbboard_v0.0

Train dataset: Daheng_pcbboard

  1. defect_images and extension by data_augment_for_object_detect.py.
  2. random the images by /home/workspace/yolov7/scripts/random_sep.py.

Test dataset

mAP performances

Manually Validation Dataset

Samuel-wei commented 1 year ago

Add dataset

  1. It is raised the precision to added the FN images into the training dataset.