2020-07-25 22:43:07 +00:00
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bayes:
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iterations: 2
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2020-07-25 22:42:33 +00:00
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train:
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2020-07-25 22:43:07 +00:00
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epochs:
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type: discrete
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values: [10]
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2020-07-25 22:42:33 +00:00
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batch-size:
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type: discrete
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2020-07-25 22:43:07 +00:00
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#values: [128]
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min: 1
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max: 5
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step: 1
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cfg: ./cfg/yolov3-spp-21cls.cfg
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data: ./data/widok_01_21.data
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2020-07-25 22:42:33 +00:00
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multi-scale:
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type: discrete
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2020-07-25 22:43:07 +00:00
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values: [true, false]
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img-size-start:
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type: discrete
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min: 512
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2020-07-26 08:49:20 +00:00
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max: 576
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2020-07-25 22:43:07 +00:00
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step: 64
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img-size-end:
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2020-07-25 22:42:33 +00:00
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type: discrete
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2020-07-25 22:43:07 +00:00
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min: 512
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2020-07-26 08:49:20 +00:00
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max: 576
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2020-07-25 22:43:07 +00:00
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step: 64
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rect:
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2020-07-25 22:42:33 +00:00
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type: discrete
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2020-07-25 22:43:07 +00:00
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values: [false]
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2020-07-25 22:42:33 +00:00
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resume: false
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nosave: false
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notest: false
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evolve: false
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bucket:
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cache-images: false
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2020-07-25 22:43:07 +00:00
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weights: ./weights/yolov3-spp-ultralytics.pt
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2020-07-25 22:42:33 +00:00
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device: 1
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2020-07-25 22:43:07 +00:00
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adam:
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type: discrete
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values: [true]
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2020-07-25 22:42:33 +00:00
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single-cls: false
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2020-07-25 22:43:07 +00:00
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snapshot-every:
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2020-07-25 22:42:33 +00:00
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freeze-layers: true
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other-hyps:
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giou:
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type: continuous
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min: 0.0
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max: 10.0
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cls:
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type: continuous
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min: 10.0
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max: 100.0
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cls_pw:
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type: continuous
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min: 0.0
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max: 10.0
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obj:
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type: continuous
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min: 10.0
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max: 100.0
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obj_pw:
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type: continuous
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min: 0.0
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max: 10.0
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iou_t:
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type: continuous
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min: 0.0
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max: 1.0
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2020-07-25 22:43:07 +00:00
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lr0:
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type: continuous
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min: 0.000001
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max: 0.1
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lrf:
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type: continuous
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min: 0.000001
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max: 0.1
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2020-07-25 22:42:33 +00:00
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momentum:
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type: continuous
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min: 0.0
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max: 1.0
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weight_decay:
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type: continuous
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min: 0.0
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max: 1.0
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fl_gamma:
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type: continuous
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min: 0.0
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max: 10.0
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hsv_h:
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type: continuous
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min: 0.0
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max: 1.0
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2020-07-25 22:43:07 +00:00
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hsv_s:
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2020-07-25 22:42:33 +00:00
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type: continuous
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min: 0.0
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max: 1.0
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hsv_v:
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type: continuous
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min: 0.0
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max: 1.0
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degrees:
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type: continuous
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min: 0.0
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max: 30.0
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translate:
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type: continuous
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min: 0.0
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max: 1.0
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scale:
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type: continuous
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min: 0.0
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max: 1.0
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shear:
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type: continuous
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min: 0.0
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max: 1.0
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experiments:
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dir: ./experiments
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detect:
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2020-07-25 22:43:07 +00:00
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source: ./data/widok_01_21/widok_01_21_test_labels.txt
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2020-07-25 22:42:33 +00:00
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|
|
test-img-size:
|
|
|
|
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type: discrete
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2020-07-25 22:43:07 +00:00
|
|
|
min: 512
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2020-07-26 08:49:20 +00:00
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|
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max: 576
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2020-07-25 22:43:07 +00:00
|
|
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step: 64
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2020-07-25 22:42:33 +00:00
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conf-thres:
|
|
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type: continuous
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min: 0.0
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|
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max: 1.0
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iou-thres:
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|
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|
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type: continuous
|
|
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|
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min: 0.0
|
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|
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max: 1.0
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|
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|
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classes:
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agnostic-nms:
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augment:
|
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confussion-matrix:
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2020-07-25 22:43:07 +00:00
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labels-dir: ./data/widok_01_21/widok_01_21_labels
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