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Upload pretrained FlowGS checkpoints

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  1. README.md +49 -0
  2. first_stage_gs_res_v1.ckpt +3 -0
  3. flowgs.ckpt +3 -0
README.md ADDED
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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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+
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+ # FlowGS pretrained models
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+
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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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+
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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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+
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+ ## Files
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+
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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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+
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+ Both checkpoints are required for evaluation.
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+
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+ ## Download
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+
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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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+
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+ ## Evaluation
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+
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+ Place the files under `checkpoints/` in the code repository, then run:
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+
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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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+
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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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