Model Zoo
December 8, 2023 ยท View on GitHub
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The models are hosted on Hugging Face ๐ค : https://huggingface.co/haofeixu/murf
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RealEstate10K (256x256)is the 256x256 resolution RealEstate10K dataset following AttnRend for fair comparison. -
MIX1denotes the mixed datasets ofibrnet_collected,LLFF(training set),Spaces,RealEstate10K (200-scene subset)andGoogle Scanned Objectsfollowing IBRNet for fair comparison. The resolution of theRealEstate10Kdataset here is 720x1280. -
MIX2denotes the mixed datasets ofibrnet_collected,LLFF (training set),SpacesandRealEstate10K (10000-scene subset). The key difference withMIX1is the use of larger RealEstate10K subset (10000 vs. 200). -
The
MuRF-mixdatamodel is recommended for in-the-wild use cases.
| Model | Training Data | Training Views | Download |
|---|---|---|---|
| MuRF-dtu-small-baseline-2view | DTU | 2 | download |
| MuRF-dtu-small-baseline-3view | DTU | 3 | download |
| MuRF-dtu-large-baseline-6view | DTU | 6 | download |
| MuRF-dtu-large-baseline-9view | DTU | 9 | download |
| MuRF-realestate10k-2view | RealEstate10K (256x256) | 2 | download |
| MuRF-llff-6view | MIX1 | 6 | download |
| MuRF-llff-10view | MIX1 | 10 | download |
| MuRF-mipnerf360-2view-42df3b73.pth | RealEstate10K (256x256) & MIX1 | 2 | download |
| MuRF-mixdata | RealEstate10K (256x256) & MIX2 | random 2~6 | download |