Pose-based View Synthesis for Vehicles: a Perspective Aware Method

This repo is based on pose-gan [https://github.com/AliaksandrSiarohin/pose-gan], which is an excellent work for person pose transfer.

pip install -r requirements.txt
install keras-contrib by running: pip install git+https://www.github.com/keras-team/keras-contrib.git

In order to train a model:

Download VeRi dataset https://github.com/VehicleReId/VeRidataset. Put it in data folder. Rename this folder to data/VeRi-dataset. Rename image_train and image_test with test and train.
Download view-synthesis-for-vehicles.zip and unzip the contents to the main folder.
Training the full system by running the train.sh: bash train.sh

bash test.sh

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
gan		gan
.gitattributes		.gitattributes
.gitignore		.gitignore
README.md		README.md
baseline.py		baseline.py
cmd.py		cmd.py
compute_coordinates.py		compute_coordinates.py
conditional_gan.py		conditional_gan.py
pose_dataset.py		pose_dataset.py
pose_transform.py		pose_transform.py
pose_utils.py		pose_utils.py
requirements.txt		requirements.txt
test.py		test.py
test.sh		test.sh
train.py		train.py
train.sh		train.sh
utils.py		utils.py

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