DATASET: DATASET: 'mix_smpl' SET_LIST: - ROOT: './data/h36m/' TEST_SET: 'Sample_20_test_Human36M_smpl' TRAIN_SET: 'Sample_5_train_Human36M_smpl_leaf_twist' - ROOT: './data/coco/' TRAIN_SET: 'train2017' - ROOT: './data/3dhp/' TRAIN_SET: 'train_v2' PROTOCOL: 2 FLIP: True ROT_FACTOR: 30 SCALE_FACTOR: 0.3 NUM_JOINTS_HALF_BODY: 8 PROB_HALF_BODY: -1 COLOR_FACTOR: 0.2 OCCLUSION: True MODEL: TYPE: 'Simple3DPoseBaseSMPLCam' PRETRAINED: '' TRY_LOAD: '' FOCAL_LENGTH: 1000 IMAGE_SIZE: - 256 - 256 HEATMAP_SIZE: - 64 - 64 NUM_JOINTS: 29 NUM_DECONV_FILTERS: - 256 - 256 - 256 NUM_LAYERS: 34 EXTRA: SIGMA: 2 BACKBONE: 'resnet' CROP: 'padding' AUGMENT: 'none' PRESET: 'simple_smpl_3d' DEPTH_DIM: 64 POST: NORM_TYPE: 'softmax' LOSS: TYPE: 'L1LossDimSMPL' ELEMENTS: BETA_WEIGHT: 1 BETA_REG_WEIGHT: 0 PHI_REG_WEIGHT: 0.0001 LEAF_REG_WEIGHT: 0 TWIST_WEIGHT: 0.01 THETA_WEIGHT: 0.01 UVD24_WEIGHT: 1 XYZ24_WEIGHT: 0 XYZ_SMPL24_WEIGHT: 0 XYZ_SMPL17_WEIGHT: 0 VERTICE_WEIGHT: 0 TEST: HEATMAP2COORD: 'coord' TRAIN: WORLD_SIZE: 8 BATCH_SIZE: 32 BEGIN_EPOCH: 0 END_EPOCH: 200 OPTIMIZER: 'adam' LR: 0.001 LR_FACTOR: 0.1 LR_STEP: - 90 - 120 DPG_MILESTONE: 140 DPG_STEP: - 160 - 190