File size: 2,693 Bytes
583de57 edbf290 67fedb1 17c73af edbf290 67fedb1 edbf290 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 |
---
license: cc-by-nc-4.0
---
# Model Card for Tailor3D
## 🏠 Overview
This model card is for the **Tailor3D** project. You can see the more information below.
- **Github Code**: [Link to Github](https://github.com/Qi-Zhangyang/Tailor3D/)
- **Arxiv Paper**: [Link to Arxiv](https://arxiv.org/abs/2407.06191)
- **Project Page**: [Link to Project](https://tailor3d-2024.github.io/)
- **Youtube Video**: [Link to Youtube](https://youtu.be/z9w5CN8mUJQ/)
- **Hugging Face Demo**: [Link to Hugging Face Demo](https://huggingface.co/spaces/alexzyqi/Tailor3D)
## 🏗️ Model Details
- Pretrained Models
| Model | Pretained Model | Training Data |
| :---: | :---: | :---: |
| [tailor3d-small-1.0](https://huggingface.co/alexzyqi/tailor3d-small-1.0) | [openlrm-mix-small-1.1](https://huggingface.co/zxhezexin/openlrm-mix-small-1.1) | Objaverse + MVImgNet |
| [tailor3d-base-1.0](https://huggingface.co/alexzyqi/tailor3d-base-1.0) | [openlrm-mix-base-1.1](https://huggingface.co/zxhezexin/openlrm-mix-base-1.1) | Objaverse + MVImgNet |
| [tailor3d-large-1.0](https://huggingface.co/alexzyqi/tailor3d-large-1.0)| [openlrm-mix-large-1.1](https://huggingface.co/zxhezexin/openlrm-mix-large-1.1) | Objaverse + MVImgNet |
- Model architecture (same as [OpenLRM](https://huggingface.co/zxhezexin/openlrm-mix-large-1.1)).
| Type | Layers | Feat. Dim | Attn. Heads | Triplane Dim. | Input Res. | Image Encoder |
| :---: | :----: | :-------: | :---------: | :-----------: | :--------: | :---------------: |
| small | 12 | 512 | 8 | 32 | 224 | dinov2_vits14_reg |
| base | 12 | 768 | 12 | 48 | 336 | dinov2_vitb14_reg |
| large | 16 | 1024 | 16 | 80 | 448 | dinov2_vitb14_reg |
- Training settings (same as [OpenLRM](https://huggingface.co/zxhezexin/openlrm-mix-large-1.1)).
| Type | Rend. Res. | Rend. Patch | Ray Samples |
| :---: | :--------: | :---------: | :---------: |
| small | 192 | 64 | 96 |
| base | 288 | 96 | 96 |
| large | 384 | 128 | 128 |
## 📚 OpenLRM as the Pretained Model
This repo, we use the LRM as the pretrained model. These are the link of its [arxiv paper](https://arxiv.org/abs/2311.04400) and [open-source implementation](https://github.com/3DTopia/OpenLRM).
All regulations are the same as the OpenLRM.
## 📄 License
- The model weights are released under the Creative Commons Attribution-NonCommercial 4.0 International License.
- They are provided for research purposes only, and CANNOT be used commercially.
|