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| | | 5. [When should I stop training](#when-should-i-stop-training) |
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| | | 6. [How to mark bounded boxes of objects and create annotation files](#how-to-mark-bounded-boxes-of-objects-and-create-annotation-files) |
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| | | |  |  https://arxiv.org/abs/1612.08242 | |
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| | | |  |  https://arxiv.org/abs/1612.08242 | |
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| | | |  |  https://arxiv.org/abs/1612.08242 | |
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| | | If training is stopped after 9000 iterations, to validate some of previous weights use this commands: |
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| | | 2.1. At first, you should put filenames of validation images to file `data\voc.2007.test` (format as in `train.txt`) or if you haven't validation images - simply copy `data\train.txt` to `data\voc.2007.test`. |
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| | | 2.2 If training is stopped after 9000 iterations, to validate some of previous weights use this commands: |
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| | | * `darknet.exe detector recall data/obj.data yolo-obj.cfg backup\yolo-obj_7000.weights` |
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| | | * `darknet.exe detector recall data/obj.data yolo-obj.cfg backup\yolo-obj_8000.weights` |
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