/Look-Into-Person

This repository is to do Human Parsing with SegNet.

Primary LanguagePythonMIT LicenseMIT

Look Into Person

This repository is to do Human Parsing with SegNet.

Dependencies

Dataset

image

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

Architecture

image

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
image image image
image image image
image image image
image image image
image image image
image image image
image image image
image image image
image image image
image image image