AI Facial Recognition web system
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Detalles del producto
Facial recognition and facial detection web system in Python and Django.
Ready-to-use code with User Interface for facial recognition and facial detection. Upload images and let the AI find matches for people.
Upload individual or multiple images at the time.
style="color:#000000;">While facial recognition gives an identification or a match between a set of images, facial detection allows identifying if there is a human face (or more) within a picture.
With the following project you will be able to:
- Use it as it is for web facial recognition and facial detection
- Upload single images or multiple images to build a known faces library
- Find a match by facial recognition for a single image or multiple files
- Submit an image for facial detection
- Browse the results as Web client
- Access to the database and source code
- Use the recognition class for other projects
Includes pre-trained data (pre-trained data from public libraries*, you can also use your own training dataset or another public one)
External Sources
The model was trained using the following dataset: https://ibug.doc.ic.ac.uk/resources/facial-point-annotations/. (please check their website for changes in License for the landmarks; additionally, you can use a Tensorflow MIT dataset for training).
For this system, we will use the face_detector to find the faces. Alternatively, you can use your own datasets and replace those files.
How to Use:
First, copy the two .dat files from the "Part2" zip folder inside the Part1 zip folder (where the manage.py file is).
Install Python3 and Django in your server/localhost
Copy the folder in your decided location (or server’s html folder).
In the terminal cd inside the folder with the manage.py file.
Type the followings:
> python3 manage.py makemigrations
> python3 manage.py migrate
> python3 manage.py runserver
Limitations
- The detections correspond to statistical probabilities, hence the accuracy is not 100% guaranteed.
- The image quality and complexity interferes with the accuracy of the prediction.
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📁 AI Facial Recognition web system