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cvpr/configs/iccv/config_ae_body.py
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2023-02-27 17:41:47 +00:00

48 lines
1.4 KiB
Python

config = dict()
config['batch_size'] = 4
config['train_dir'] = '/home/workspace/local-data/train'
config['valid_dir'] = '/home/workspace/local-data/valid'
config['test_dir'] = '/home/workspace/data/dataset/test_ready'
config['use_filled'] = False
config['resolution'] = 512
config['is_skirt'] = False
config['dataset_in_memory'] = False
config['is_cape'] = False
config['remove_global_orientation'] = True
config['smpl_res'] = 14475
if config['is_cape']:
config['smpl_res'] = 3638
config['latent_dim'] = 128
config['cond_ae'] = dict()
config['cond_ae']['is_label'] = False
config['cond_ae']['upscale_output'] = False
config['cond_ae']['latent_dim'] = config['latent_dim']
config['cond_ae']['kernel_size'] = 7
config['cond_ae']['bottleneck_size'] = 16 * 2
config['cond_ae']['layer_params'] = [3, 7, 15, 7, 3]
config['cond_ae']['activation'] = 'tanh'
config['gpu'] = '3'
config['lr'] = 0.0001
config['name'] = 'body_resnet_1'
config['notes'] = ''
config['tags'] = ['iccv', 'resnet']
config['cond_ae']['upscale_output'] = False
config['pretrained_model'] = ''
config['signature_dynamic'] = { 'id': (), 'frame_nr': (),
'pose_shape': (72 + 11,),
'uv_body_posed': (3, 512, 256,),
'mesh_body_posed': (config['smpl_res'], 3,),
}
config['signature_static'] = {
'mesh_mask': (config['smpl_res'],),
}