File size: 957 Bytes
7742e6e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 | # 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
```
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