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README.md
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- depth-map-to-3d
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# Model Card for WaLa-
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This model is part of the Wavelet Latent Diffusion (WaLa) paper, capable of generating high-quality 3D shapes from single-view depth map input with detailed geometry and complex structures.
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### Model Description
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WaLa-
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- **Developed by:** Aditya Sanghi, Aliasghar Khani, Chinthala Pradyumna Reddy, Arianna Rampini, Derek Cheung, Kamal Rahimi Malekshan, Kanika Madan, Hooman Shayani
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- **Model type:** 3D Generative Model
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- Creation of load-bearing physical objects the failure of which could cause property damage or personal injury
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- Any usage not in compliance with the [license](https://huggingface.co/ADSKAILab/WaLa-
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## Bias, Risks, and Limitations
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# Model Card for WaLa-DM1-1B
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This model is part of the Wavelet Latent Diffusion (WaLa) paper, capable of generating high-quality 3D shapes from single-view depth map input with detailed geometry and complex structures.
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### Model Description
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WaLa-DM1-1B is a large-scale 3D generative model trained on a massive dataset of over 10 million publicly-available 3D shapes. It can efficiently generate a wide range of high-quality 3D shapes from single-view depth map input in just 4 seconds. The model uses a wavelet-based compact latent encoding and a billion-parameter architecture to achieve superior performance in terms of geometric detail and structural plausibility.
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- **Developed by:** Aditya Sanghi, Aliasghar Khani, Chinthala Pradyumna Reddy, Arianna Rampini, Derek Cheung, Kamal Rahimi Malekshan, Kanika Madan, Hooman Shayani
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- **Model type:** 3D Generative Model
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- Creation of load-bearing physical objects the failure of which could cause property damage or personal injury
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- Any usage not in compliance with the [license](https://huggingface.co/ADSKAILab/WaLa-DM1-1B/blob/main/LICENSE.md), in particular, the "Acceptable Use" section.
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## Bias, Risks, and Limitations
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