FastAI
RSNA Intracranial Hemorrhage Detection
Identify acute intracranial hemorrhage and its subtypes
iMet Collection 2019 - FGVC6
Recognize artwork attributes from The Metropolitan Museum of Art
SIIM-ACR Pneumothorax Segmentation
Identify Pneumothorax disease in chest x-rays
Aerial Cactus Identification
Determine whether an image contains a columnar cactus
Sentiment Analysis on Movie Reviews
Classify the sentiment of sentences from the Rotten Tomatoes dataset
Histopathologic Cancer Detection
Identify metastatic tissue in histopathologic scans of lymph node sections
Challenges in Representation Learning: Facial Expression Recognition Challenge
Learn facial expressions from an image
iMaterialist (Fashion) 2019 at FGVC6
Fine-grained segmentation task for fashion and apparel
iMet Collection 2020 - FGVC7
Recognize artwork attributes from The Metropolitan Museum of Art
Blue Book for Bulldozers
Predict the auction sale price for a piece of heavy equipment to create a "blue book" for bulldozers.
iWildCam 2019 - FGVC6
Categorize animals in the wild
Recursion Cellular Image Classification
CellSignal: Disentangling biological signal from experimental noise in cellular images
iWildCam 2020 - FGVC7
Categorize animals in the wild
Facial Keypoints Detection
Detect the location of keypoints on face images
Jigsaw Unintended Bias in Toxicity Classification
Detect toxicity across a diverse range of conversations
Dog Breed Identification
Determine the breed of a dog in an image
Dogs vs. Cats Redux: Kernels Edition
Distinguish images of dogs from cats
State Farm Distracted Driver Detection
Can computer vision spot distracted drivers?
Ultrasound Nerve Segmentation
Identify nerve structures in ultrasound images of the neck
Plant Pathology 2020 - FGVC7
Identify the category of foliar diseases in apple trees
Humpback Whale Identification
Can you identify a whale by its tail?
Kannada MNIST
MNIST like datatset for Kannada handwritten digits
APTOS 2019 Blindness Detection
Detect diabetic retinopathy to stop blindness before it's too late
Gendered Pronoun Resolution
Pair pronouns to their correct entities
Google QUEST Q&A Labeling
Improving automated understanding of complex question answer content
Understanding Clouds from Satellite Images
Can you classify cloud structures from satellites?
Google Cloud & NCAA® ML Competition 2019-Men's
Apply Machine Learning to NCAA® March Madness®
Human Protein Atlas Image Classification
Classify subcellular protein patterns in human cells
Freesound General-Purpose Audio Tagging Challenge
Can you automatically recognize sounds from a wide range of real-world environments?
Statoil/C-CORE Iceberg Classifier Challenge
Ship or iceberg, can you decide from space?
Denoising Dirty Documents
Remove noise from printed text
Quick, Draw! Doodle Recognition Challenge
How accurately can you identify a doodle?
Prudential Life Insurance Assessment
Can you make buying life insurance easier?
Plant Seedlings Classification
Determine the species of a seedling from an image
Categorical Feature Encoding Challenge II
Binary classification, with every feature a categorical (and interactions!)
2019 Data Science Bowl
Uncover the factors to help measure how young children learn
Freesound Audio Tagging 2019
Automatically recognize sounds and apply tags of varying natures
Northeastern SMILE Lab - Recognizing Faces in the Wild
Can you determine if two individuals are related?
Severstal: Steel Defect Detection
Can you detect and classify defects in steel?
Flower Classification with TPUs
Use TPUs to classify 104 types of flowers
CareerCon 2019 - Help Navigate Robots
Compete to get your resume in front of our sponsors
TGS Salt Identification Challenge
Segment salt deposits beneath the Earth's surface