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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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small_prototype_v6.2_JinChuan detect of battery #17

Closed Samuel-wei closed 1 year ago

Samuel-wei commented 1 year ago

Junly 27, 2023，晋川数据训练--小料

Training On HuaWei

small_prototype_V6.2 -- YOLOv7

Training follow by: https://github.com//WongKinYiu/yolov7

实验目标：在threshold=0.3下：prototype 100% completely detect out。

Training dataset: small_prototype_V6

  1. --Base dataset--Making balance every camera frames

    camera-0123, total: 13160

    1. /home/workspace/BatteryDetect/Data_xml/small_defect_JinChuan_V6/small_14_defect_V4V5_aug_jpg
    2. /home/workspace/BatteryDetect/Data_xml/small_defect_JinChuan_V6/small_14_defect_V4V5_aug_xml
    3. /home/workspace/BatteryDetect/Data_xml/small_defect_JinChuan_V6/small_14_ok_V4V5_aug_jpg
    4. /home/workspace/BatteryDetect/Data_xml/small_defect_JinChuan_V6/small_14_ok_V4V5_aug_xml

Validation dataset

  1. /home/workspace/BatteryDetect/xmldata/small_defect_JinChuan_V5/test_14_20220803_20220802(1900)
  2. /home/workspace/BatteryDetect/Data_xml/small_defect_JinChuan_V6/OK_14_20220923(7618)

Test-dev

  1. /home/workspace/BatteryDetect/DataCOCO/ValidationData/NG_14_20220907(448)
  2. /home/workspace/BatteryDetect/DataCOCO/ValidationData/NG_14_20220907_xml(448)