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data augmentation #597

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gabaebae123 opened this issue Sep 27, 2024 · 0 comments
Open

data augmentation #597

gabaebae123 opened this issue Sep 27, 2024 · 0 comments

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@gabaebae123
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If I change False to TRUE in the config file 'tusimple_lanenet.yaml' , can I achieve the corresponding data enhancement? I can't find the corresponding data enhancement code.

AUG: RESIZE_METHOD: 'stepscaling' # choice unpadding rangescaling and stepscaling FIX_RESIZE_SIZE: [720, 720] # (width, height), for unpadding INF_RESIZE_VALUE: 500 # for rangescaling MAX_RESIZE_VALUE: 600 # for rangescaling MIN_RESIZE_VALUE: 400 # for rangescaling MAX_SCALE_FACTOR: 2.0 # for stepscaling MIN_SCALE_FACTOR: 0.75 # for stepscaling SCALE_STEP_SIZE: 0.25 # for stepscaling TRAIN_CROP_SIZE: [512, 256] # crop size for training EVAL_CROP_SIZE: [512, 256] # crop size for evaluating # TRAIN_CROP_SIZE: [1024, 512] # crop size for training # EVAL_CROP_SIZE: [1024, 512] # crop size for evaluating CROP_PAD_SIZE: 32 MIRROR: True # FLIP: False FLIP: True FLIP_RATIO: 0.5 RICH_CROP: ENABLE: True #False BLUR: True BLUR_RATIO: 0.2 MAX_ROTATION: 15 MIN_AREA_RATIO: 0.5 ASPECT_RATIO: 0.5 BRIGHTNESS_JITTER_RATIO: 0.5 CONTRAST_JITTER_RATIO: 0.5 SATURATION_JITTER_RATIO: 0.5

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