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README.md

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+---
+dataset_info:
+  features:
+    - name: page_filename
+      dtype: string
+    - name: pdf_filename
+      dtype: string
+    - name: image
+      dtype: image
+      struct:
+        - name: bytes
+          dtype: binary
+        - name: path
+          dtype: string
+    - name: ocr_text
+      dtype: string
+    - name: has_line
+      dtype: bool
+    - name: perspective_tr_x_shift
+      dtype: float32
+    - name: perspective_tr_y_shift
+      dtype: float32
+    - name: apply_lighting
+      dtype: bool
+    - name: blur_radius
+      dtype: float32
+    - name: lighting_center_x
+      dtype: float32
+    - name: lighting_center_y
+      dtype: float32
+    - name: perspective_br_y_shift
+      dtype: float32
+    - name: brightness_factor
+      dtype: float32
+    - name: num_spots
+      dtype: float32
+    - name: spots
+      dtype: list
+    - name: perspective_tl_x_shift
+      dtype: float32
+    - name: line_width
+      dtype: float32
+    - name: line_color
+      dtype: float32
+    - name: has_spots
+      dtype: bool
+    - name: line_pos
+      dtype: float32
+    - name: noise_level
+      dtype: float32
+    - name: perspective_tl_y_shift
+      dtype: float32
+    - name: is_horizontal
+      dtype: bool
+    - name: jpeg_quality
+      dtype: int64
+    - name: max_perspective_angle
+      dtype: float32
+    - name: shadow_intensity
+      dtype: float32
+    - name: perspective_br_x_shift
+      dtype: float32
+    - name: apply_artifacts
+      dtype: bool
+    - name: perspective_bl_x_shift
+      dtype: float32
+    - name: perspective_bl_y_shift
+      dtype: float32
+    - name: contrast_factor
+      dtype: float32
+---
+
+# OCR-PDF-Degraded Dataset
+
+This dataset contains degraded document images with OCR text and degradation parameters.
+
+## Features
+
+- **page_filename**: Filename of the degraded image
+- **pdf_filename**: Original PDF from which the image was extracted
+- **image**: The degraded document image (viewable in the Hugging Face dataset viewer)
+- **ocr_text**: Extracted OCR text from the document
+- Various degradation parameters related to the document degradation process
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+# Load the dataset
+dataset = load_dataset("racineai/ocr-pdf-degraded")
+
+# Display an example image
+import matplotlib.pyplot as plt
+from PIL import Image
+import io
+
+# Get an image from the dataset
+image_data = dataset['train'][0]['image']['bytes']
+img = Image.open(io.BytesIO(image_data))
+plt.imshow(img)
+plt.axis('off')
+plt.show()
+
+# View the OCR text
+print(dataset['train'][0]['ocr_text'])
+```

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