For more information please feel free to read my Facial Recognition with Deep Learning Paper
The project consists of the following:
- LFW: Labeled Faces in the Wild dataset facial recognition
- For more info visit: LFW Website
- Lookalike: Lookalike people dataset
- The dataset contains the images of celebrities and their lookalikes. The task is to differentiate the actual people from their impostors. Source: IAB
Lookalike People's dataset is attached to this project for convenience. In order to run the lookalike.py file, LADatabase.rar has to be extracted into the same folder where lookalike.py, lookalike_ext.py, and load_data.py are located.
Project was done using Google's Tensorflow API for Deep Learning algorithms. In addition, Python libraries such as NumPy, SciPy and Scikit-Learn are needed to run the programs.