upload smplest_x_h40 model and config
Browse files- config_base.py +104 -0
- smplest_x_h40.pth.tar +3 -0
config_base.py
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config = {
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"data": {
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"use_cache": True,
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"data_dir": "./data",
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"trainset_humandata": [
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'SynHand'],
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"testset": 'EHF',
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"BEDLAM_train_sample_interval": 5,
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"SynBody_train_sample_interval": 10,
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"EgoBody_Kinect_train_sample_interval": 10,
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"UBody_train_sample_interval": 10,
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"MPI_INF_3DHP_train_sample_interval": 5,
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"InstaVariety_train_sample_interval": 10,
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"RenBody_HiRes_train_sample_interval": 5,
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"ARCTIC_train_sample_interval": 10,
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"RenBody_train_sample_interval": 10,
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"Talkshow_train_sample_interval": 10,
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"bbox_ratio": 1.2,
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"no_aug": False,
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"data_strategy": "balance",
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"total_data_len": 7500000,
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},
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"train": {
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"num_gpus": 1,
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"continue_train": True,
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"start_over": True,
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"end_epoch": 20,
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"train_batch_size": 16,
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"num_thread": 1,
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"lr": 1e-5,
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"min_lr": 1e-6,
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"save_epoch": 1,
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"remove_checkpoint": False,
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"print_iters": 100,
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"smplx_kps_3d_weight": 100.0,
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"smplx_kps_2d_weight": 1.0,
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"smplx_pose_weight": 10.0,
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"smplx_shape_weight": 1.0,
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"smplx_orient_weight": 1.0,
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"hand_root_weight": 1.0,
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"hand_consist_weight": 1.0,
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},
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"inference":{
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"num_gpus": 1,
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"detection":{
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"model_type": "yolo",
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"model_path": "./pretrained_models/yolov8x.pt",
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"conf": 0.5,
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"save": False,
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"verbose": False,
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"iou_thr": 0.5,
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},
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},
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"test": {
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"test_batch_size": 1
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},
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"model": {
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'model_type': 'vit_huge',
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"pretrained_model_path": './outputs/train_annot_xtp20_20241108_203832/model_dump/snapshot_7.pth.tar',
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"human_model_path": './human_models/human_model_files',
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'encoder_pretrained_model_path': './pretrained_models/vitpose_huge.pth',
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'encoder_config': {
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'num_classes': 80,
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'task_tokens_num': 80,
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'img_size': (256, 192),
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'patch_size': 16,
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'embed_dim': 1280,
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'depth': 32,
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'num_heads': 16,
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'ratio': 1,
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'use_checkpoint': False,
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'mlp_ratio': 4,
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'qkv_bias': True,
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'drop_path_rate': 0.55
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},
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'decoder_config': {
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'feat_dim': 1280,
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"dim_out": 512,
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'task_tokens_num': 80,
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},
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'input_img_shape': (512, 384),
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'input_body_shape': (256, 192),
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'output_hm_shape': (16, 16, 12),
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'focal': (5000, 5000),
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'princpt': (192 / 2, 256 / 2), # virtual principal point position
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'body_3d_size': 2,
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'hand_3d_size': 0.3,
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'face_3d_size': 0.3,
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'camera_3d_size': 2.5,
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},
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"log":{
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'exp_name': None,
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'output_dir': None,
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'model_dir': None,
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'log_dir': None,
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'result_dir': None,
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}
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}
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smplest_x_h40.pth.tar
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:3bd6200c5b2b002842669b733d002e6f5a8cb19ea17daba11f051793bfe384a2
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size 8246417153
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