Update README.md

README.md

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----
-license: apache-2.0
----
+---
+license: mit
+language:
+- en
+metrics:
+- precision
+- recall
+- f1
+base_model:
+- openmmlab/upernet-swin-base
+tags:
+- image-segmentation
+- text-segmentation
+- text-detection
+- scene-text-detection
+---
+
+# Model Card for indic-text-detection
+
+This model preicts the binary map for a given scene image. The binary map shows the location of text regions.
+
+## Model Details
+
+This model extends `openmmlab/upernet-swin-base` and performs binarization which generates the segmentation map.
+
+
+![Proposed_Model.jpg](https://cdn-uploads.huggingface.co/production/uploads/6868f8219c4cd7445653ada1/d0hK3K7xPY3MfIr_0ynB0.jpeg)
+
+## Example
+
+![Detection_Anamoly_2.jpg](https://cdn-uploads.huggingface.co/production/uploads/6868f8219c4cd7445653ada1/XgtugD9mHrWnggbGRJjbv.jpeg)
+
+## Evaluation Metrics
+
+| **Metric**  | **Tiny** | **Base** |
+|-------------|----------|----------|
+| Precision   | 0.8352   | 0.8628   |
+| Recall      | 0.8411   | 0.8521   |
+| F-Score     | 0.8381   | 0.8574   |
+