Upload pretrained FlowGS checkpoints
Browse files- README.md +49 -0
- first_stage_gs_res_v1.ckpt +3 -0
- flowgs.ckpt +3 -0
README.md
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---
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library_name: pytorch
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pipeline_tag: image-to-image
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tags:
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- super-resolution
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- remote-sensing
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- flow-matching
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- gaussian-splatting
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- continuous-scale
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---
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# FlowGS pretrained models
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Pretrained models for **Flow-based Gaussian Splatting for Continuous-Scale
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Remote Sensing Image Super-Resolution**.
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- Paper: https://arxiv.org/abs/2605.22147
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- Code: https://github.com/hanlinwu/FlowGS
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## Files
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| File | Purpose | Size | SHA-256 |
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| --- | --- | ---: | --- |
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| `first_stage_gs_res_v1.ckpt` | Continuous-scale Gaussian renderer required by the final config | 189 MiB | `68990a8884f2f27f6912664333698409b4047a1352e31317c49b5deaa1620f1b` |
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| `flowgs.ckpt` | Final one-step FlowGS checkpoint | 1.3 GiB | `5874d635d1a86a6b33c44dc43c518008f094760b9e1067a54b9d610dff81f174` |
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Both checkpoints are required for evaluation.
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## Download
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```bash
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hf download hlwu/FlowGS --include "*.ckpt" --local-dir checkpoints
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```
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## Evaluation
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Place the files under `checkpoints/` in the code repository, then run:
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```bash
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python test.py \
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--config configs/second_stage_fm_shortcut_1.yaml \
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--checkpoint checkpoints/flowgs.ckpt \
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--datasets AID,DOTA_512 \
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--scales 2.6,3.4,6.0,10.0 \
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--gpu 0
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```
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See the code repository README for environment setup, dataset preparation,
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training stages, DIOR evaluation, and the archived split discrepancy.
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first_stage_gs_res_v1.ckpt
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version https://git-lfs.github.com/spec/v1
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oid sha256:68990a8884f2f27f6912664333698409b4047a1352e31317c49b5deaa1620f1b
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size 198085136
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flowgs.ckpt
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version https://git-lfs.github.com/spec/v1
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oid sha256:5874d635d1a86a6b33c44dc43c518008f094760b9e1067a54b9d610dff81f174
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size 1382889673
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