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GEM-X

gem
pose-estimation
human-motion
soma-body-model
smpl-body-model
video
monocular-video
3d-pose
transformer
Model card Files
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GEM-X
File size: 870 Bytes
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{
  "model_type": "gem",
  "body_model": "soma",
  "denoiser": {
    "latent_dim": 1024,
    "num_layers": 16,
    "num_heads": 8,
    "mlp_ratio": 4,
    "scale_params_dim": 69,
    "scale_comps_dim": 28,
    "fix_scale_comps": true,
    "encode_text": false,
    "encoded_text_dim": 4096,
    "text_encoder_cfg": {
      "mode": "none",
      "cross_attn_type": "mha"
    },
    "text_mask_prob": 0.1,
    "music_mask_prob": 0.1,
    "speech_mask_prob": 0.1,
    "use_text_pos_enc": true
  },
  "endecoder": {
    "stats_name": "MM_V2_SOMA_METROSIM",
    "encode_type": "soma_v2",
    "feat_dim": 585,
    "clip_std": true
  },
  "diffusion": {
    "sampler": "ddim",
    "noise_schedule": "cosine",
    "test_timestep_respacing": "50",
    "ddim_eta": 0.0,
    "guidance_param": 2.5
  },
  "pipeline": {
    "remove_fingers": true,
    "extract_features": false
  }
}