Update README.md

README.md

@@ -1,3 +1,23 @@
----
-license: mit
----
+---
+license: mit
+---
+# Typst Euqation OCR Model
+A pretrained TrOCR model for Typst equation OCR tasks.
+
+## Usage
+```python
+from PIL import Image
+from transformers import TrOCRProcessor, VisionEncoderDecoderModel
+
+processor = TrOCRProcessor.from_pretrained("paran3xus/typst_eq_ocr")
+model = VisionEncoderDecoderModel.from_pretrained('paran3xus/typst_eq_ocr')
+
+image_fps = [
+    'testimg/1.png',
+]
+images = [Image.open(fp).convert('RGB') for fp in image_fps]
+pixel_values = processor(images=images, return_tensors="pt").pixel_values
+generated_ids = model.generate(pixel_values)
+generated_text = processor.batch_decode(generated_ids, skip_special_tokens=True)
+[print(i) for i in generated_text]
+```