Augmentation

Flower Classification with TPUs

Use TPUs to classify 104 types of flowers

TensorFlow Speech Recognition Challenge

Can you build an algorithm that understands simple speech commands?

Create an algorithm to distinguish dogs from cats

Plant Pathology 2020 - FGVC7

Identify the category of foliar diseases in apple trees

iNaturalist 2019 at FGVC6

Fine-grained classification spanning a thousand species

TGS Salt Identification Challenge

Segment salt deposits beneath the Earth's surface

Humpback Whale Identification Challenge

Can you identify a whale by the picture of its fluke?

Ultrasound Nerve Segmentation

Identify nerve structures in ultrasound images of the neck

SIIM-ACR Pneumothorax Segmentation

Identify Pneumothorax disease in chest x-rays

Carvana Image Masking Challenge

Automatically identify the boundaries of the car in an image

Facial Keypoints Detection

Detect the location of keypoints on face images

2018 Data Science Bowl

Find the nuclei in divergent images to advance medical discovery

Google Cloud & YouTube-8M Video Understanding Challenge

Can you produce the best video tag predictions?

Statoil/C-CORE Iceberg Classifier Challenge

Ship or iceberg, can you decide from space?

Plant Seedlings Classification

Determine the species of a seedling from an image

Human Protein Atlas Image Classification

Classify subcellular protein patterns in human cells

Abstraction and Reasoning Challenge

Create an AI capable of solving reasoning tasks it has never seen before

IEEE's Signal Processing Society - Camera Model Identification

Identify from which camera an image was taken

Bengali.AI Handwritten Grapheme Classification

Classify the components of handwritten Bengali

APTOS 2019 Blindness Detection

Detect diabetic retinopathy to stop blindness before it's too late

NOAA Fisheries Steller Sea Lion Population Count

How many sea lions do you see?

Planet: Understanding the Amazon from Space

Use satellite data to track the human footprint in the Amazon rainforest

LANL Earthquake Prediction

Can you predict upcoming laboratory earthquakes?

Freesound General-Purpose Audio Tagging Challenge

Can you automatically recognize sounds from a wide range of real-world environments?

Peking University/Baidu - Autonomous Driving

Can you predict vehicle angle in different settings?

VSB Power Line Fault Detection

Can you detect faults in above-ground electrical lines?

Dog Breed Identification

Determine the breed of a dog in an image

Instant Gratification

A synchronous Kernels-only competition

Denoising Dirty Documents

Remove noise from printed text

MNIST like datatset for Kannada handwritten digits

Quick, Draw! Doodle Recognition Challenge

How accurately can you identify a doodle?

Humpback Whale Identification

Can you identify a whale by its tail?

Santander Customer Transaction Prediction

Can you identify who will make a transaction?

Dogs vs. Cats Redux: Kernels Edition

Distinguish images of dogs from cats

Understanding Clouds from Satellite Images

Can you classify cloud structures from satellites?

Aerial Cactus Identification

Determine whether an image contains a columnar cactus