Update README.md

README.md

@@ -20,20 +20,6 @@ This model pipeline demonstrates an advanced workflow for restoring grayscale im
 2. **Gray-to-RGB Conversion Model**: Converts the grayscale image (or inpainted output) into a full-color RGB image by adding a residual path in the AE. internel unet directly predicts difference between gray and color image's latent
 
 
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-
-## **Pipeline Workflow**
-
-1. **Load Grayscale and Mask Images**:
-   - Grayscale image input is preprocessed to ensure it has 3 channels (`RGB` format).
-   - A binary mask identifies areas to restore or inpaint.
-
-2. **Apply Gray-Inpainting**:
-   - The inpainting model takes the grayscale masked image and restores the missing regions using `num_inference_steps`.
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-3. **Convert to RGB**:
-   - The restored grayscale image is then processed by the gray-to-RGB model to produce a full-color output.
-
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 ## **Code Example**