Look Into Person

This repository is to do Human Parsing with SegNet.

Dependencies

Dataset

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

Architecture

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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
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