Transfer Learning

Dogs vs. Cats Redux: Kernels Edition

Distinguish images of dogs from cats

Dogs vs. Cats

Create an algorithm to distinguish dogs from cats

RSNA Pneumonia Detection Challenge

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

Aerial Cactus Identification

Determine whether an image contains a columnar cactus

iWildCam 2019 - FGVC6

Categorize animals in the wild

IEEE's Signal Processing Society - Camera Model Identification

Identify from which camera an image was taken

Airbus Ship Detection Challenge

Find ships on satellite images as quickly as possible

Statoil/C-CORE Iceberg Classifier Challenge

Ship or iceberg, can you decide from space?

iMet Collection 2020 - FGVC7

Recognize artwork attributes from The Metropolitan Museum of Art

Human Protein Atlas Image Classification

Classify subcellular protein patterns in human cells

SIIM-ACR Pneumothorax Segmentation

Identify Pneumothorax disease in chest x-rays

Transfer Learning on Stack Exchange Tags

Predict tags from models trained on unrelated topics

Plant Seedlings Classification

Determine the species of a seedling from an image

Invasive Species Monitoring

Identify images of invasive hydrangea

Dog Breed Identification

Determine the breed of a dog in an image

Recursion Cellular Image Classification

CellSignal: Disentangling biological signal from experimental noise in cellular images

Diabetic Retinopathy Detection

Identify signs of diabetic retinopathy in eye images

Don't call me turkey!

Thanksgiving Edition: Find the turkey in the sound bite

Intel & MobileODT Cervical Cancer Screening

Which cancer treatment will be most effective?

Traveling Santa 2018 - Prime Paths

But does your code recall, the most efficient route of all?