UNet

SIIM-ACR Pneumothorax Segmentation

Identify Pneumothorax disease in chest x-rays

Severstal: Steel Defect Detection

Can you detect and classify defects in steel?

CVPR 2018 WAD Video Segmentation Challenge

Can you segment each objects within image frames captured by vehicles?

Airbus Ship Detection Challenge

Find ships on satellite images as quickly as possible

TGS Salt Identification Challenge

Segment salt deposits beneath the Earth's surface

Understanding Clouds from Satellite Images

Can you classify cloud structures from satellites?

Kuzushiji Recognition

Opening the door to a thousand years of Japanese culture

2018 Data Science Bowl

Find the nuclei in divergent images to advance medical discovery

Carvana Image Masking Challenge

Automatically identify the boundaries of the car in an image

iMaterialist (Fashion) 2019 at FGVC6

Fine-grained segmentation task for fashion and apparel

Denoising Dirty Documents

Remove noise from printed text

RSNA Pneumonia Detection Challenge

Can you build an algorithm that automatically detects potential pneumonia cases?