|
dataset_params: |
|
root_dir: |
|
frame_shape: [256, 256, 3] |
|
id_sampling: True |
|
pairs_list: None |
|
augmentation_params: |
|
flip_param: |
|
horizontal_flip: True |
|
time_flip: True |
|
jitter_param: |
|
brightness: 0.1 |
|
contrast: 0.1 |
|
saturation: 0.1 |
|
hue: 0.1 |
|
|
|
|
|
model_params: |
|
common_params: |
|
num_kp: 15 |
|
image_channel: 3 |
|
feature_channel: 32 |
|
estimate_jacobian: False |
|
kp_detector_params: |
|
temperature: 0.1 |
|
block_expansion: 32 |
|
max_features: 1024 |
|
scale_factor: 0.25 |
|
num_blocks: 5 |
|
reshape_channel: 16384 |
|
reshape_depth: 16 |
|
he_estimator_params: |
|
block_expansion: 64 |
|
max_features: 2048 |
|
num_bins: 66 |
|
generator_params: |
|
block_expansion: 64 |
|
max_features: 512 |
|
num_down_blocks: 2 |
|
reshape_channel: 32 |
|
reshape_depth: 16 |
|
num_resblocks: 6 |
|
estimate_occlusion_map: True |
|
dense_motion_params: |
|
block_expansion: 32 |
|
max_features: 1024 |
|
num_blocks: 5 |
|
|
|
reshape_depth: 16 |
|
compress: 4 |
|
discriminator_params: |
|
scales: [1] |
|
block_expansion: 32 |
|
max_features: 512 |
|
num_blocks: 4 |
|
sn: True |
|
|
|
train_params: |
|
num_epochs: 200 |
|
num_repeats: 75 |
|
epoch_milestones: [180,] |
|
lr_generator: 2.0e-4 |
|
lr_discriminator: 2.0e-4 |
|
lr_kp_detector: 2.0e-4 |
|
lr_he_estimator: 2.0e-4 |
|
gan_mode: 'hinge' |
|
batch_size: 1 |
|
scales: [1, 0.5, 0.25, 0.125] |
|
checkpoint_freq: 60 |
|
hopenet_snapshot: './checkpoints/hopenet_robust_alpha1.pkl' |
|
transform_params: |
|
sigma_affine: 0.05 |
|
sigma_tps: 0.005 |
|
points_tps: 5 |
|
loss_weights: |
|
generator_gan: 1 |
|
discriminator_gan: 1 |
|
feature_matching: [10, 10, 10, 10] |
|
perceptual: [10, 10, 10, 10, 10] |
|
equivariance_value: 10 |
|
equivariance_jacobian: 0 |
|
keypoint: 10 |
|
headpose: 20 |
|
expression: 5 |
|
|
|
visualizer_params: |
|
kp_size: 5 |
|
draw_border: True |
|
colormap: 'gist_rainbow' |
|
|
