Spaces:
Runtime error
Runtime error
File size: 1,764 Bytes
fe56845 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 |
dataset_params:
root_dir: data/moving-gif
frame_shape: [256, 256, 3]
id_sampling: False
augmentation_params:
flip_param:
horizontal_flip: True
time_flip: True
crop_param:
size: [256, 256]
resize_param:
ratio: [0.9, 1.1]
jitter_param:
hue: 0.5
model_params:
common_params:
num_kp: 10
num_channels: 3
estimate_jacobian: True
kp_detector_params:
temperature: 0.1
block_expansion: 32
max_features: 1024
scale_factor: 0.25
num_blocks: 5
single_jacobian_map: True
generator_params:
block_expansion: 64
max_features: 512
num_down_blocks: 2
num_bottleneck_blocks: 6
estimate_occlusion_map: True
dense_motion_params:
block_expansion: 64
max_features: 1024
num_blocks: 5
scale_factor: 0.25
discriminator_params:
scales: [1]
block_expansion: 32
max_features: 512
num_blocks: 4
sn: True
train_params:
num_epochs: 100
num_repeats: 25
epoch_milestones: [60, 90]
lr_generator: 2.0e-4
lr_discriminator: 2.0e-4
lr_kp_detector: 2.0e-4
batch_size: 36
scales: [1, 0.5, 0.25, 0.125]
checkpoint_freq: 100
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: 10
reconstruction_params:
num_videos: 1000
format: '.mp4'
animate_params:
num_pairs: 50
format: '.mp4'
normalization_params:
adapt_movement_scale: False
use_relative_movement: True
use_relative_jacobian: True
visualizer_params:
kp_size: 5
draw_border: True
colormap: 'gist_rainbow'
|