Update README.md
Browse files
README.md
CHANGED
@@ -11,3 +11,69 @@ license: artistic-2.0
|
|
11 |
---
|
12 |
|
13 |
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
11 |
---
|
12 |
|
13 |
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
|
14 |
+
|
15 |
+
---
|
16 |
+
|
17 |
+
---
|
18 |
+
title: Try
|
19 |
+
emoji: 🔥
|
20 |
+
colorFrom: pink
|
21 |
+
colorTo: gray
|
22 |
+
sdk: gradio
|
23 |
+
sdk_version: 4.14.0
|
24 |
+
app_file: app.py
|
25 |
+
pinned: false
|
26 |
+
license: artistic-2.0
|
27 |
+
---
|
28 |
+
|
29 |
+
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
|
30 |
+
|
31 |
+
|
32 |
+
# Christmas
|
33 |
+
|
34 |
+
# Image Processor
|
35 |
+
|
36 |
+
## Overview
|
37 |
+
|
38 |
+
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.
|
39 |
+
|
40 |
+
## Dependencies
|
41 |
+
|
42 |
+
- Python 3.x
|
43 |
+
- OpenCV (`cv2`)
|
44 |
+
- NumPy
|
45 |
+
- MediaPipe
|
46 |
+
|
47 |
+
To install these dependencies, run:
|
48 |
+
|
49 |
+
```bash
|
50 |
+
pip install numpy opencv-python mediapipe
|
51 |
+
```
|
52 |
+
|
53 |
+
|
54 |
+
## Setup
|
55 |
+
|
56 |
+
Ensure all dependencies are installed.
|
57 |
+
Place the ImageProcessor script in your project directory.
|
58 |
+
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.
|
59 |
+
|
60 |
+
```bash
|
61 |
+
from prototype import ImageProcessor
|
62 |
+
|
63 |
+
import cv2
|
64 |
+
import mediapipe
|
65 |
+
|
66 |
+
# Load your image
|
67 |
+
image = cv2.imread('/path/to/your/image.jpg')
|
68 |
+
|
69 |
+
# Specify the folder containing your gadgets
|
70 |
+
folder_path = 'gadgets/'
|
71 |
+
|
72 |
+
model = mediapipe.solutions.face_detection.FaceDetection(model_selection=1, min_detection_confidence=0.8)
|
73 |
+
|
74 |
+
# Create an instance of the ImageProcessor
|
75 |
+
processor = ImageProcessor(image, folder_path, model)
|
76 |
+
processor.detect_and_overlay(write = True, output = "my_edited_image")
|
77 |
+
```
|
78 |
+
|
79 |
+
|