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02fb7d4 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 | # TextReplacement-DeepFill-v2-GAN
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.
## 🔧 Features
Detects specific text in an image using OCR (Google Vision API).
Creates a mask for the detected text regions.
Uses a pre-trained GAN model (DeepFill v2) to remove the text by inpainting the masked regions.
Replaces the removed text with custom text, rendered in the same location.
## Instructions:
1. enable google vision api
### Credentials
$env:GOOGLE_APPLICATION_CREDENTIALS=path_to_credentials.json
## 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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