Duplicate from siyan824/slam3r_i2p
Browse filesCo-authored-by: Siyan Dong <siyan824@users.noreply.huggingface.co>
- .gitattributes +35 -0
- LICENSE.txt +6 -0
- README.md +16 -0
- config.json +29 -0
- model.safetensors +3 -0
- slam3r_i2p.pth +3 -0
.gitattributes
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LICENSE.txt
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Copyright [2024–present]
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SLAM3R is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License.
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To view a copy of the CC BY-NC-SA 4.0, visit:
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https://creativecommons.org/licenses/by-nc-sa/4.0/
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README.md
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---
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tags:
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- image-to-3d
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- video-to-3d
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---
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[CVPR 2025] SLAM3R: Real-Time Dense Scene Reconstruction from Monocular RGB Videos
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SLAM3R is a real-time RGB SLAM system that performs dense 3D reconstruction via points regression with feed-forward neural networks.
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This repository contains pre-trained weights for the Image-to-Points network, which converts short video clips into dense point clouds with all frames aligned in a unified coordinate system.
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Paper: https://huggingface.co/papers/2412.09401
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Code: https://github.com/PKU-VCL-3DV/SLAM3R
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config.json
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{
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"conf_mode": [
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"exp",
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1,
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Infinity
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],
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"corr_depth": 2,
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"dec_depth": 12,
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"dec_embed_dim": 768,
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"dec_num_heads": 12,
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"depth_mode": [
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"exp",
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-Infinity,
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Infinity
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],
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"enc_depth": 24,
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"enc_embed_dim": 1024,
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"enc_minibatch": 11,
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"enc_num_heads": 16,
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"head_type": "linear",
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"img_size": [
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224,
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224
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],
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"mv_dec1": "MultiviewDecoderBlock_max",
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"mv_dec2": "MultiviewDecoderBlock_max",
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"output_mode": "pts3d",
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"pos_embed": "RoPE100"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:9f58b4a39f9e3641ed2fe19d16a82be956975ec1ecb568899c8852370aa78b8c
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size 2131831108
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slam3r_i2p.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:c124e11f118e4ba377781f6aacd96465fa1d12d3aada982ae78e7c2cafdf8858
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size 2132077978
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