Pytorch

iMet Collection 2020 - FGVC7

Recognize artwork attributes from The Metropolitan Museum of Art

Bengali.AI Handwritten Grapheme Classification

Classify the components of handwritten Bengali

Recursion Cellular Image Classification

CellSignal: Disentangling biological signal from experimental noise in cellular images

Severstal: Steel Defect Detection

Can you detect and classify defects in steel?

Understanding Clouds from Satellite Images

Can you classify cloud structures from satellites?

Plant Pathology 2020 - FGVC7

Identify the category of foliar diseases in apple trees

Google QUEST Q&A Labeling

Improving automated understanding of complex question answer content

APTOS 2019 Blindness Detection

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

Histopathologic Cancer Detection

Identify metastatic tissue in histopathologic scans of lymph node sections

Herbarium 2020 - FGVC7

Identify plant species from herbarium specimens. Data from New York Botanical Garden.

Aerial Cactus Identification

Determine whether an image contains a columnar cactus

Deepfake Detection Challenge

Identify videos with facial or voice manipulations

Jigsaw Unintended Bias in Toxicity Classification

Detect toxicity across a diverse range of conversations

Gendered Pronoun Resolution

Pair pronouns to their correct entities

iMaterialist (Fashion) 2019 at FGVC6

Fine-grained segmentation task for fashion and apparel

Freesound Audio Tagging 2019

Automatically recognize sounds and apply tags of varying natures

Quora Insincere Questions Classification

Detect toxic content to improve online conversations

Dog Breed Identification

Determine the breed of a dog in an image

NIPS 2017: Non-targeted Adversarial Attack

Imperceptibly transform images in ways that fool classification models

Humpback Whale Identification

Can you identify a whale by its tail?

iWildCam 2020 - FGVC7

Categorize animals in the wild

RSNA Intracranial Hemorrhage Detection

Identify acute intracranial hemorrhage and its subtypes

Sentiment Analysis on Movie Reviews

Classify the sentiment of sentences from the Rotten Tomatoes dataset

Airbus Ship Detection Challenge

Find ships on satellite images as quickly as possible

iWildCam 2019 - FGVC6

Categorize animals in the wild

Abstraction and Reasoning Challenge

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

NIPS 2017: Targeted Adversarial Attack

Develop an adversarial attack that causes image classifiers to predict a specific target class

Don't call me turkey!

Thanksgiving Edition: Find the turkey in the sound bite

The 3rd YouTube-8M Video Understanding Challenge

Temporal localization of topics within video

Planet: Understanding the Amazon from Space

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

Kuzushiji Recognition

Opening the door to a thousand years of Japanese culture

Create an algorithm to distinguish dogs from cats

Lyft 3D Object Detection for Autonomous Vehicles

Can you advance the state of the art in 3D object detection?

Plant Seedlings Classification

Determine the species of a seedling from an image

Open Images 2019 - Instance Segmentation

Outline segmentation masks of objects in images

TensorFlow 2.0 Question Answering

Identify the answers to real user questions about Wikipedia page content

TGS Salt Identification Challenge

Segment salt deposits beneath the Earth's surface

Google Landmark Retrieval 2019

Given an image, can you find all of the same landmarks in a dataset?

Santa's Workshop Tour 2019

In the notebook we can build a model, and pretend that it will optimize...

MNIST like datatset for Kannada handwritten digits

Flower Classification with TPUs

Use TPUs to classify 104 types of flowers

iMet Collection 2019 - FGVC6

Recognize artwork attributes from The Metropolitan Museum of Art

Generative Dog Images

Experiment with creating puppy pics

SIIM-ACR Pneumothorax Segmentation

Identify Pneumothorax disease in chest x-rays

Inclusive Images Challenge

Stress test image classifiers across new geographic distributions

TensorFlow Speech Recognition Challenge

Can you build an algorithm that understands simple speech commands?

Quick, Draw! Doodle Recognition Challenge

How accurately can you identify a doodle?

Statoil/C-CORE Iceberg Classifier Challenge

Ship or iceberg, can you decide from space?

Freesound General-Purpose Audio Tagging Challenge

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

Invasive Species Monitoring

Identify images of invasive hydrangea