GenSynth Documentation

Dataset Packages

Dataset packages provide ready-to-go, fully-prepared datasets and associated Dataset Interfaces for easy dataset setup. They also act as great guides on how to prepare your own datasets in GenSynth for your own custom model development needs. Available Dataset packages include:

Package Name

Description

Applies to:

bsds500

The Berkeley Segmentation Dataset.

1.14+

camvid

CamVid image semantic segmentation dataset, formatted according to https://github.com/GeorgeSeif/Semantic-Segmentation-Suite

1.11+

cifar10

CIFAR-10 image classification dataset, formatted as TfRecords.

1.11+

kitti_depth

This package provides the dataset interface setup for the KITTI Depth entity with in-painted ground truth depth maps (used by the DepthNet model entity). It comes with some example training and testing samples for trial GenSynth runs. It also contains a script to download a larger dataset.

1.12+

gensynth_voc0712

VOC2007/VOC2012 object detection dataset, formatted as TfRecords.

1.11+

widerface

Example interface for the WIDER FACE dataset. A script is provided to convert the raw data into TFRecords that can be consumed by a provided dataset interface.

1.13+