cogk/5if-tp-machine-learning

INSA Lyon - Deep Learning Project

Usage

Train the network

python3 train.py

Evaluate the classifier

python3 test.py

Find faces on full images

python3 face_finder.py input_image.jpg [output_image_path.png]

Other datasets used

Faces

• Labelled Faces in the Wild

Download the All images aligned with deep funneling dataset then convert it using the lfw_convert.sh script.

Non-faces

• Kaggle Natural Images (with the Person class excluded)

Download the dataset, remove the person folder (or use it like the LFW dataset), then use the archives/nofaces.py util to generate false-positive images.