Look Into Person

This repository is to do Human Parsing with SegNet.

Dependencies

• NumPy
• Tensorflow
• Keras
• OpenCV

Dataset

Follow the instruction to download Look-Into-Person dataset.

Architecture

ImageNet Pretrained Models

Download VGG16 into models folder.

Usage

Data Pre-processing

Extract training images:

$ python pre-process.py

Train

$ python train.py

If you want to visualize during training, run in your terminal:

$ tensorboard --logdir path_to_current_dir/logs

Demo

Download pre-trained model and put it into models folder.

$ python demo.py

Input	Merged	Output