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+ |