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pretrained/README.md

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+# Pretrained Weights
+
+## Model Zoo
+
+| Source Dataset | Model | Epoch | File | Size |
+|---------------|-------|-------|------|------|
+| CTW-1500 | textgraph_vgg | 2964 | `textgraph_vgg_2964.pth` | ~147 MB |
+
+## Details
+
+- **CTW-1500** is a large-scale dataset for curved/scene text detection with 1,000 training images and 500 test images.
+- This checkpoint was trained for **2,964 epochs** on CTW-1500, then used as initialization for LATeD fine-tuning.
+- The pretrained model captures general text detection features: TR/TCL segmentation maps, sin/cos geometry prediction, and bounding box regression.
+- Transferring CTW-1500 → LATeD accelerates convergence on the low-light domain.
+
+## Usage
+
+In `configs/train_LATeD.yaml`:
+
+```yaml
+model:
+  pretrained_weight: ./checkpoints/pretrained/textgraph_vgg_2964.pth
+```
+
+## Download
+
+Place the checkpoint file in this directory. The file should be named:
+
+```
+checkpoints/pretrained/textgraph_vgg_2964.pth
+```

pretrained/textgraph_vgg_2964.pth

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+size 153199844