Downloading Sandbox Dataset
To get started quickly with a sandbox dataset, you run the following command.
# within venv
encord-active download
The script will ask you to choose a project, navigate the options with ↑ and ↓ and hit enter.
When the download process is complete, you visualize the results by following the printed instructions. For more details, see the Open Encord Active page.
If you have a dataset you'd like us to include in the sandbox please submit an issue on Github or contact us directly. We'd love to help!
Sandbox Datasets
Berkeley Deep Drive
About the dataset
- Research Paper: BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning
- Authors: Fisher Yu, Haofeng Chen, Xin Wang, Wenqi Xian, Yingying Chen, Fangchen Liu, Vashisht Madhavan, Trevor Darrell
- Dataset Size: 1000 images & 12973 annotations
- Categories: 8 classes
- License: BSD 3-Clause License
- Release: 21st September, 2020
- Read more: Webpage & GitHub
Sample pictures:
COCO Validation 2017 Dataset
About the dataset
- Research Paper: Microsoft COCO: Common Objects in Context
- Author: Tsung-Yi Lin , Michael Maire, Serge Belongie, Lubomir Bourdev , Ross Girshick, James Hays, Pietro Perona, Deva Ramanan, C. Lawrence Zitnic, Piotr Dollár
- Dataset Size: 5000 images, 4784 annotations
- Categories: 81 classes
- License: CC BY 4.0
- Release: 1st, May, 2014
- Read More: GitHub & Webpage
Sample pictures:
Covid 19 Segmentation Dataset
About the dataset
- Research Paper: Unknown
- Author: Unknown
- Dataset Size: 100 images & 602 annotations
- Categories: 13 classes
- License: CC BY 4.0
- Release: Unknown
- Read more: GitHub
Sample pictures:
Rareplanes
About the dataset
- Research Paper: RarePlanes: Synthetic Data Takes Flight
- Author: Jacob Shermeyer, Thomas Hossler, Adam Van Etten, Daniel Hogan, Ryan Lewis, Daeil Kim
- Dataset Size: 2710 images & 6812 annotations
- Categories: 7 plane categories
- License: CC 4.0 BY SA
- Release: 4 June, 2020
- Read More: Webpage
Sample pictures:
TACO Dataset
About the dataset
- Research Paper: TACO: Trash Annotations in Context for Litter Detection
- Author: Pedro F Proença, Pedro Simões
- Dataset Size: Official: 1500 images, 4784 annotations & Unofficial: 3736 images, 8419 annotations
- Categories: 60 litter categories
- License: CC BY 4.0
- Release: 17th, March, 2020
- Read More: GitHub & Webpage
Sample pictures:
Limuc Ulcerative Colitis Classification
- Research Paper: Improving the Computer-Aided Estimation of Ulcerative Colitis Severity According to Mayo Endoscopic Score by Using Regression-Based Deep Learning
- Authors: Gorkem Polat, MSc, Haluk Tarik Kani, MD, Ilkay Ergenc, MD, Yesim Ozen Alahdab, MD, Alptekin Temizel, PhD, Ozlen Atug, MD
- Dataset Size: 11276 images
- Categories: Medical (Endoscopy/Colonoscopy)
- License: Creative Commons Attribution 4.0 International
- Release: 14th March 2022
- Read more: Webpage & GitHub