101 lines
2.4 KiB
YAML
101 lines
2.4 KiB
YAML
wandb_opt: False
|
|
|
|
results_dir: "./exp/"
|
|
vis_test_dir: "./vis_result/"
|
|
|
|
data_root_dir: "./data_root_dir/"
|
|
score_gt_dir: None # "/data/ICDAR2015_official_supervision"
|
|
mode: "weak_supervision"
|
|
|
|
|
|
train:
|
|
backbone : vgg
|
|
use_synthtext: False # If you want to combine SynthText in train time as CRAFT did, you can turn on this option
|
|
synth_data_dir: "/data/SynthText/"
|
|
synth_ratio: 5
|
|
real_dataset: custom
|
|
ckpt_path: "./pretrained_model/CRAFT_clr_amp_29500.pth"
|
|
eval_interval: 1000
|
|
batch_size: 5
|
|
st_iter: 0
|
|
end_iter: 25000
|
|
lr: 0.0001
|
|
lr_decay: 7500
|
|
gamma: 0.2
|
|
weight_decay: 0.00001
|
|
num_workers: 0 # On single gpu, train.py execution only works when num worker = 0 / On multi-gpu, you can set num_worker > 0 to speed up
|
|
amp: True
|
|
loss: 2
|
|
neg_rto: 0.3
|
|
n_min_neg: 5000
|
|
data:
|
|
vis_opt: False
|
|
pseudo_vis_opt: False
|
|
output_size: 768
|
|
do_not_care_label: ['###', '']
|
|
mean: [0.485, 0.456, 0.406]
|
|
variance: [0.229, 0.224, 0.225]
|
|
enlarge_region : [0.5, 0.5] # x axis, y axis
|
|
enlarge_affinity: [0.5, 0.5]
|
|
gauss_init_size: 200
|
|
gauss_sigma: 40
|
|
watershed:
|
|
version: "skimage"
|
|
sure_fg_th: 0.75
|
|
sure_bg_th: 0.05
|
|
syn_sample: -1
|
|
custom_sample: -1
|
|
syn_aug:
|
|
random_scale:
|
|
range: [1.0, 1.5, 2.0]
|
|
option: False
|
|
random_rotate:
|
|
max_angle: 20
|
|
option: False
|
|
random_crop:
|
|
version: "random_resize_crop_synth"
|
|
option: True
|
|
random_horizontal_flip:
|
|
option: False
|
|
random_colorjitter:
|
|
brightness: 0.2
|
|
contrast: 0.2
|
|
saturation: 0.2
|
|
hue: 0.2
|
|
option: True
|
|
custom_aug:
|
|
random_scale:
|
|
range: [ 1.0, 1.5, 2.0 ]
|
|
option: False
|
|
random_rotate:
|
|
max_angle: 20
|
|
option: True
|
|
random_crop:
|
|
version: "random_resize_crop"
|
|
scale: [0.03, 0.4]
|
|
ratio: [0.75, 1.33]
|
|
rnd_threshold: 1.0
|
|
option: True
|
|
random_horizontal_flip:
|
|
option: True
|
|
random_colorjitter:
|
|
brightness: 0.2
|
|
contrast: 0.2
|
|
saturation: 0.2
|
|
hue: 0.2
|
|
option: True
|
|
|
|
test:
|
|
trained_model : null
|
|
custom_data:
|
|
test_set_size: 500
|
|
test_data_dir: "./data_root_dir/"
|
|
text_threshold: 0.75
|
|
low_text: 0.5
|
|
link_threshold: 0.2
|
|
canvas_size: 2240
|
|
mag_ratio: 1.75
|
|
poly: False
|
|
cuda: True
|
|
vis_opt: False
|