It's a Rest API for Face Filter using OpenCV, FastAPI.
Currently, It's using a simple haar cascade for face detection and applying mask by resizing on the face.
It can be integrated into the web app or Android/IOS mobile APP.
API-URL - http://opencv-api.herokuapp.com/
Documentation: http://opencv-api.herokuapp.com/docs
status: alpha
Try It with your picture.
you will get the Image Url in Response. open it in the browser.
Create a POST request with file-field to get the filtered Image.
import requests
url = "http://opencv-api.herokuapp.com/api/v1/facefilter"
# enter your full file path
file_path = ""
files ={
'file': open(file_path, 'rb')
}
#choose mask 1 to 3
data ={
'mask': 2
}
r = requests.post(url, files=files, data=data)
print(r.json())
Future roadmap
Facial keypoints and face emotion deep learning models for better accuracy and mask.
Share your Filtered Image in Comments and your Feedback.
Top comments (1)
Great work buddy.