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README.md

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+---
+license: cc-by-nc-4.0
+tags:
+  - glass-surface-detection
+  - segmentation
+  - pytorch
+datasets:
+  - garrying/GSD
+---
+
+# GlassNet — pretrained on GSD
+
+Pretrained checkpoint for **GlassNet** from the CVPR 2021 paper:
+
+> **Rich Context Aggregation with Reflection Prior for Glass Surface Detection**
+> Jiaying Lin, Zebang He, Rynson W.H. Lau
+
+## Usage
+
+```python
+import torch
+from huggingface_hub import hf_hub_download
+from model import GlassNet
+
+ckpt = hf_hub_download("garrying/GSD-GlassNet", "GSD.pth")
+net = GlassNet()
+net.load_state_dict(torch.load(ckpt, map_location="cpu"))
+net.eval()
+```
+
+See the [dataset page](https://huggingface.co/datasets/garrying/GSD) and the
+[project homepage](https://jiaying.link/cvpr2021-gsd/) for full inference instructions.
+
+## Citation
+
+```bibtex
+@inproceedings{GSD:2021,
+    title     = {Rich Context Aggregation with Reflection Prior for Glass Surface Detection},
+    author    = {Lin, Jiaying and He, Zebang and Lau, Rynson W.H.},
+    booktitle = {Proc. CVPR},
+    year      = {2021}
+}
+```