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Updates in train.py rpn layer and predict.py proprocessing #84

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Updates in train.py rpn layer and predict.py proprocessing #84

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Commits on Aug 16, 2022

  1. Merge pull request #1 from PatBall1/master 

    update
    @WangLuran
    WangLuran authored Aug 16, 2022
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Commits on Aug 23, 2022

  1. Update train.py

    @WangLuran
    WangLuran authored Aug 23, 2022
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  2. Update MyPredictor

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    WangLuran authored Aug 23, 2022
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Commits on Sep 11, 2022

  1. update train.py after intern

    @WangLuran
    WangLuran authored Sep 11, 2022
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  2. Update train.py

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    WangLuran authored Sep 11, 2022
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  3. Update train.py

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Commits on Oct 25, 2022

  1. Create custom_rpn.py 

    custom rpn head for custom nms which considers intersection over area and overlapping between different speices is avoided
    @WangLuran
    WangLuran authored Oct 25, 2022
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  2. Update custom_rpn.py

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    WangLuran authored Oct 25, 2022
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  3. Update custom_rpn.py

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    WangLuran authored Oct 25, 2022
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  4. Update custom_rpn.py

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    WangLuran authored Oct 25, 2022
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Commits on Dec 28, 2022

  1. Create custom_nms.py 

    this file includes a custom nms layer - which uses inter over area instead of inter over union as the anchor selection metric. The issue of crowns of different types overlapping each other is also solved. This change inceases the speed and mask quality a bit.
Another function called nms_mask is used in prediction part and is part of the proprocessing where instead of eliminating all crowns with a low threshold, the nms is used and the nms metric is no longer box iou but mask iou. This change increases the output quality a lot.
    @WangLuran
    WangLuran authored Dec 28, 2022
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  2. Delete custom_rpn.py

    @WangLuran
    WangLuran authored Dec 28, 2022
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  3. Update predict.py

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  4. Update train.py

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  5. Update train.py

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  6. Update train.py

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  7. Update train.py

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  8. Update custom_nms.py

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  9. Update predict.py

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  10. Update train.py

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  11. Update custom_nms.py

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  12. Update train.py

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  13. Update custom_nms.py

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  14. Update train.py

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  15. Update train.py

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Commits on Jan 8, 2023

  1. Update predict.py

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  2. Update train.py

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Commits on Jan 9, 2023

  1. Update train.py

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Commits on Jan 13, 2023

  1. Update train.py

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  3. Update train.py

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  5. Update custom_nms.py

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  6. Update custom_nms.py

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  7. Update train.py

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  9. Update and rename custom_nms.py to custom_rpn.py

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Commits on Jan 15, 2023

  1. Update custom_rpn.py

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  2. Update train.py

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  4. Update train.py

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  5. Update custom_rpn.py

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  6. Update train.py

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  10. Update custom_rpn.py

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Commits on Jan 16, 2023

  1. Update train.py

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  4. Update train.py

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