depthworld / config.json
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{
"model_type": "depthworld",
"code_repository": "https://github.com/Jai2500/depthworld",
"base_model": "stabilityai/stable-video-diffusion-img2vid",
"text_encoder": "openai/clip-vit-base-patch32",
"action_space": "cartesian",
"action_dim": 7,
"num_history": 6,
"pred_step": 5,
"history_idx": [0, 0, -12, -9, -6, -3],
"views": ["ext1", "ext2", "wrist"],
"per_view_image_size": [192, 320],
"horiz_image_size": [576, 640],
"horiz_latent_size": [4, 72, 80],
"fps": 5,
"depth_encoding": {
"type": "log_close_bright",
"ranges_m": {
"ext1": [0.3, 3.3],
"ext2": [0.3, 3.3],
"wrist": [0.07, 2.0]
}
},
"checkpoints": {
"horiz_90k_ema.pt": {
"model_class": "CrtlWorld",
"pointmap_head": null,
"train_steps": 90000,
"ema": true
},
"horiz_dpt_vggt_90k_ema.pt": {
"model_class": "CrtlWorldPointmap",
"pointmap_head": "DPTPointMapDecoder",
"pointmap_dpt_init": "vggt",
"pointmap_loss_weight": 0.005,
"warm_start": "horiz 40k",
"train_steps": 90000,
"ema": true
}
}
}