Update README.md

README.md

@@ -1,3 +1,51 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+---
+
+# InkSight Small-p
+
+<div style="display: flex; gap: 10px; justify-content: left;">
+    <a href="https://arxiv.org/abs/2402.05804">
+        <img src="https://img.shields.io/badge/📄_Read_the_Paper-4CAF50?style=for-the-badge&logo=arxiv&logoColor=white" alt="Read the Paper">
+    </a> 
+    <a href="https://github.com/google-research/inksight">
+        <img src="https://img.shields.io/badge/View_on_GitHub-181717?style=for-the-badge&logo=github&logoColor=white" alt="View on GitHub">
+    </a> 
+    <a href="https://research.google/blog/a-return-to-hand-written-notes-by-learning-to-read-write/">
+        <img src="https://img.shields.io/badge/🌐_Google_Research_Blog-333333?style=for-the-badge&logo=google&logoColor=white" alt="Google Research Blog">
+    </a>
+    <a href="https://charlieleee.github.io/publication/inksight/">
+        <img src="https://img.shields.io/badge/ℹ️_Info-FFA500?style=for-the-badge&logo=info&logoColor=white" alt="Info">
+    </a>
+</div>
+
+
+## Example Usage
+
+```python
+from huggingface_hub import from_pretrained_keras
+import tensorflow_text
+
+model = from_pretrained_keras("Derendering/InkSight-Small-p")
+cf = model.signatures['serving_default']
+
+prompt = "Derender the ink." # "Recognize and derender." or "Derender the ink: <text>"
+
+input_text = tf.constant([prompt], dtype=tf.string)
+image_encoded = tf.reshape(tf.io.encode_jpeg(np.array(image)[:, :, :3]), (1, 1))
+output = cf(**{'input_text': input_text, 'image/encoded': image_encoded})
+```
+
+
+
+## Citation
+
+If you find our work useful for your research and applications, please cite using this BibTeX:
+```bibtex
+@article{mitrevski2024inksight,
+  title={InkSight: Offline-to-Online Handwriting Conversion by Learning to Read and Write},
+  author={Mitrevski, Blagoj and Rak, Arina and Schnitzler, Julian and Li, Chengkun and Maksai, Andrii and Berent, Jesse and Musat, Claudiu},
+  journal={arXiv preprint arXiv:2402.05804},
+  year={2024}
+}
+```