QuickHawk/indic-text-detection

1---2license: mit3language:4- en5metrics:6- precision7- recall8- f19base_model:10- openmmlab/upernet-swin-base11tags:12- image-segmentation13- text-segmentation14- text-detection15- scene-text-detection16---17 18# Model Card for indic-text-detection19 20This model preicts the binary map for a given scene image. The binary map shows the location of text regions.21 22## Model Details23 24This model extends `openmmlab/upernet-swin-base` and performs binarization which generates the segmentation map.25 26 27![Proposed_Model.jpg](https://cdn-uploads.huggingface.co/production/uploads/6868f8219c4cd7445653ada1/d0hK3K7xPY3MfIr_0ynB0.jpeg)28 29## Example30 31![Detection_Anamoly_2.jpg](https://cdn-uploads.huggingface.co/production/uploads/6868f8219c4cd7445653ada1/XgtugD9mHrWnggbGRJjbv.jpeg)32 33## Evaluation Metrics34 35| **Metric**  | **Tiny** | **Base** |36|-------------|----------|----------|37| Precision   | 0.8352   | 0.8628   |38| Recall      | 0.8411   | 0.8521   |39| F-Score     | 0.8381   | 0.8574   |40 41