Skip to main content

A python wrapper library for various datasets.

Project description

## OpenDataLake [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)

Since it is all about data, this are data wrappers for common datasets which load the data into a common structure.

There are handlers for several datasets. To get you started quickly.

## Install

Simply install it via pip.

`bash pip install opendatalake `

## Classification

Here are all classification datasets. They are loaded as a generator spitting out a feature(-vector/image) and a one-hot-encoded label.

  1. [Named Folders (Foldername = Label)](opendatalake/classification/named_folders.py)
  2. [MNIST](opendatalake/classification/mnist.py)
  3. ImageNet [TODO]
  4. [Cifar10/Cifar100](opendatalake/classification/cifar.py)
  5. [LFW (named folders)](opendatalake/classification/named_folders.py)
  6. PASCAL VOC [TODO]
  7. Places [TODO]

## Segmentation

Here are all segmentation datasets. They are loaded as a generator spitting out a feature(-vector/image) and segmentation(-vector/image).

  1. [Coco (WIP)](opendatalake/segmentation/coco.py)
  2. CamVid [TODO]
  3. Cityscapes [TODO]

## Detection

Here are all detection datasets. They are loaded as a generator spitting out a feature(-vector/image) and a detections(-vector/image). A detection is either a detection_2d, detection_2.5d or detection_3d object defined [here](opendatalake/detection/utils.py).

  1. [Bosch TLR](opendatalake/detection/bosch_tlr.py)
  2. [Coco (WIP)](opendatalake/detection/coco.py)
  3. [Kitti Detection (incl. 3d)](opendatalake/detection/kitti_detection.py)
  4. [Pascal Voc 3d (WIP)](opendatalake/detection/pascal_voc_3d.py)
  5. [Udacity Autti (WIP)](opendatalake/detection/udacity_autti.py)
  6. [Udacity Crowdai (WIP)](opendatalake/detection/udacity_crowdai.py)

## Unlabeled

Here are all unlabeled datasets. They are loaded as a generator spitting out a feature(-vector/image).

  1. [Image Folder](opendatalake/unlabeled/image_folder.py)

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Files for opendatalake, version 1.0.2
Filename, size File type Python version Upload date Hashes
Filename, size opendatalake-1.0.2-py2.py3-none-any.whl (26.8 kB) File type Wheel Python version py2.py3 Upload date Hashes View

Supported by

Pingdom Pingdom Monitoring Google Google Object Storage and Download Analytics Sentry Sentry Error logging AWS AWS Cloud computing DataDog DataDog Monitoring Fastly Fastly CDN DigiCert DigiCert EV certificate StatusPage StatusPage Status page