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car-detection-bayes/our_scripts/config_bayes.yml

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bayes:
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iterations: 1
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train:
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epochs:
type: discrete
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values: [400]
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batch-size:
type: discrete
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values: [4]
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cfg: ./cfg/yolov3-spp-21cls.cfg
data: ./data/widok_01_21.data
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multi-scale:
type: discrete
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values: [false]
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img-size-start:
type: discrete
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values: [896]
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img-size-end:
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type: discrete
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values: [1344]
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rect:
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type: discrete
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values: [false]
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resume: false
nosave: false
notest: false
evolve: false
bucket:
cache-images: false
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weights: ./experiments/model2/best.pt
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device: 1
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adam:
type: discrete
values: [true]
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single-cls: false
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snapshot-every:
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freeze-layers: false
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other-hyps:
giou:
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type: discrete
values: [3.54]
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cls:
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type: discrete
values: [3.74]
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cls_pw:
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type: discrete
values: [1.0]
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obj:
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type: discrete
values: [64.3]
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obj_pw:
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type: discrete
values: [1.0]
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iou_t:
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type: discrete
values: [0.2]
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lr0:
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type: discrete
values: [0.01]
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lrf:
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type: discrete
values: [0.0005]
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momentum:
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type: discrete
values: [0.937]
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weight_decay:
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type: discrete
values: [0.0005]
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fl_gamma:
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type: discrete
values: [0.0]
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hsv_h:
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type: discrete
values: [0.0138]
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hsv_s:
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type: discrete
values: [0.678]
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hsv_v:
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type: discrete
values: [0.36]
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degrees:
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type: discrete
values: [0.0]
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translate:
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type: discrete
values: [0.0]
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scale:
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type: discrete
values: [0.0]
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shear:
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type: discrete
values: [0.0]
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experiments:
dir: ./experiments
detect:
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source: ./data/widok_01_21/widok_01_21_test_labels.txt
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test-img-size: 1024
conf-thres: 0.45
iou-thres: 0.6
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classes:
agnostic-nms:
augment:
confussion-matrix:
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labels-dir: ./data/widok_01_21/widok_01_21_labels