efficientdet_hyp_level2.yaml

# Path
weight_dir: /content/drive/MyDrive/efficientdet/weights
fold_csv: /content/train_record/train/fold.csv
data_csv: /content/train_record/train/train_df.csv
image_dir: /content/train_record/train
weight_dir: /content/drive/MyDrive/efficientdet/weights

# Training config
batch_size: 4
image_size: 640
num_classes: 14
lr: 0.0001
warmup_epochs: 0

# Augmentations

gamma_limit_min: 80
gamma_limit_max: 120
mixup: 0.0
mosaic: 1.0
flipud: 0.0
fliplr: 0.5
shear: 0.0
translate: 0.1
random_intensity: 10
shift_scale_rot: 0.3
shift_limit: 0.1
scale_limit: 0.1
rot_limit: 5
gaussian_blur: 0.3
hue_sat: 0.3
hue_limit: 0.2
sat_limit: 0.2 
val_huesat_limit: 0.2
brightness_contrast: 0.3
brightness_limit: 0.2
contrast_limit: 0.2
env: script