Classification
Dogs vs. Cats
Create an algorithm to distinguish dogs from cats
Plant Seedlings Classification
Determine the species of a seedling from an image
Leaf Classification
Can you see the random forest for the leaves?
CIFAR-10 - Object Recognition in Images
Identify the subject of 60,000 labeled images
PLAsTiCC Astronomical Classification
Can you help make sense of the Universe?
Understanding Clouds from Satellite Images
Can you classify cloud structures from satellites?
Flower Classification with TPUs
Use TPUs to classify 104 types of flowers
Data Science London + Scikit-learn
Scikit-learn is an open-source machine learning library for Python. Give it a try here!
Google AI Open Images - Object Detection Track
Detect objects in varied and complex images.
Freesound Audio Tagging 2019
Automatically recognize sounds and apply tags of varying natures
Forest Cover Type (Kernels Only)
Use cartographic variables to classify forest categories
Give Me Some Credit
Improve on the state of the art in credit scoring by predicting the probability that somebody will experience financial distress in the next two years.
Walmart Recruiting: Trip Type Classification
Use market basket analysis to classify shopping trips
Facebook Recruiting III - Keyword Extraction
Identify keywords and tags from millions of text questions
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
VSB Power Line Fault Detection
Can you detect faults in above-ground electrical lines?
Ghouls, Goblins, and Ghosts... Boo!
Can you classify monsters haunting Kaggle?
iWildCam 2020 - FGVC7
Categorize animals in the wild
Herbarium 2020 - FGVC7
Identify plant species from herbarium specimens. Data from New York Botanical Garden.
Dogs vs. Cats Redux: Kernels Edition
Distinguish images of dogs from cats
Multi-label Bird Species Classification - NIPS 2013
Identify which of 87 classes of birds and amphibians are present into 1000 continuous wild sound recordings
Yelp Restaurant Photo Classification
Predict attribute labels for restaurants using user-submitted photos
Human Protein Atlas Image Classification
Classify subcellular protein patterns in human cells
The 2nd YouTube-8M Video Understanding Challenge
Can you create a constrained-size model to predict video labels?
iMaterialist Challenge (Furniture) at FGVC5
Image Classification of Furniture & Home Goods.
NIPS 2017: Defense Against Adversarial Attack
Create an image classifier that is robust to adversarial attacks
Forest Cover Type Prediction
Use cartographic variables to classify forest categories
Deepfake Detection Challenge
Identify videos with facial or voice manipulations
Amazon.com - Employee Access Challenge
Predict an employee's access needs, given his/her job role
Painter by Numbers
Does every painter leave a fingerprint?
TensorFlow 2.0 Question Answering
Identify the answers to real user questions about Wikipedia page content
Airbnb New User Bookings
Where will a new guest book their first travel experience?
Kannada MNIST
MNIST like datatset for Kannada handwritten digits
Don't Overfit! II
A Fistful of Samples
Avito Demand Prediction Challenge
Predict demand for an online classified ad
Flavours of Physics: Finding τ → μμμ (Kernels Only)
Identify a rare decay phenomenon
iMet Collection 2020 - FGVC7
Recognize artwork attributes from The Metropolitan Museum of Art
RSNA Pneumonia Detection Challenge
Can you build an algorithm that automatically detects potential pneumonia cases?
TensorFlow Speech Recognition Challenge
Can you build an algorithm that understands simple speech commands?
Otto Group Product Classification Challenge
Classify products into the correct category
20 Newsgroups Ciphertext Challenge
V8g{9827 $A${?^*?}$$v7*.yig$w9.8}
Quick, Draw! Doodle Recognition Challenge
How accurately can you identify a doodle?
The Nature Conservancy Fisheries Monitoring
Can you detect and classify species of fish?
Movie Review Sentiment Analysis (Kernels Only)
Classify the sentiment of sentences from the Rotten Tomatoes dataset
Plant Pathology 2020 - FGVC7
Identify the category of foliar diseases in apple trees
Facebook V: Predicting Check Ins
Identify the correct place for check ins
NIPS 2017: Non-targeted Adversarial Attack
Imperceptibly transform images in ways that fool classification models
Google Cloud & YouTube-8M Video Understanding Challenge
Can you produce the best video tag predictions?
Porto Seguro’s Safe Driver Prediction
Predict if a driver will file an insurance claim next year.