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README.md
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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---
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---
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title: Try
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emoji: 🔥
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colorFrom: pink
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colorTo: gray
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sdk: gradio
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sdk_version: 4.14.0
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app_file: app.py
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pinned: false
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license: artistic-2.0
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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# Christmas
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# Image Processor
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## Overview
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The `ImageProcessor` class is designed to overlay graphical gadgets on detected faces in an image. Using a facial detection model, it identifies faces and relevant keypoints (like the nose) and overlays pre-defined gadgets (like hats or other accessories) at appropriate positions on the face.
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## Dependencies
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- Python 3.x
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- OpenCV (`cv2`)
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- NumPy
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- MediaPipe
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To install these dependencies, run:
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```bash
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pip install numpy opencv-python mediapipe
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```
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## Setup
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Ensure all dependencies are installed.
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Place the ImageProcessor script in your project directory.
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Download the gadgets folder. You can add your own. Please make sure you adapt the code if you are doing so. The code is not super robust yet.
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```bash
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from prototype import ImageProcessor
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import cv2
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import mediapipe
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# Load your image
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image = cv2.imread('/path/to/your/image.jpg')
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# Specify the folder containing your gadgets
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folder_path = 'gadgets/'
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model = mediapipe.solutions.face_detection.FaceDetection(model_selection=1, min_detection_confidence=0.8)
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# Create an instance of the ImageProcessor
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processor = ImageProcessor(image, folder_path, model)
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processor.detect_and_overlay(write = True, output = "my_edited_image")
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```
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