| # TextReplacement-DeepFill-v2-GAN |
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| This project enables automated text detection, removal using a GAN (DeepFill v2), and replacement with custom text in images. It leverages Google Cloud Vision API for text detection and a DeepFill v2-based GAN for inpainting the removed regions. |
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| ## 🔧 Features |
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| Detects specific text in an image using OCR (Google Vision API). |
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| Creates a mask for the detected text regions. |
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| Uses a pre-trained GAN model (DeepFill v2) to remove the text by inpainting the masked regions. |
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| Replaces the removed text with custom text, rendered in the same location. |
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| ## Instructions: |
| 1. enable google vision api |
| ### Credentials |
| $env:GOOGLE_APPLICATION_CREDENTIALS=path_to_credentials.json |
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| ## Execution: |
| python final_replace.py --image [path_to_input_image] --search_text [text_to_be_replaced] --replace_text [new_text] --checkpoint pretrained/states_pt_places2.pth --output [path_to_output_image] |
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