Top Instance Segmentation Datasets and Models

Roboflow hosts free public instance segmentation datasets covering a wide range of areas, from fire and smoke to container segmentation. Below we have curated a few instance segmentation datasets and models that you can use for your next vision project. You can download or fork these datasets for use in building your own instance segmentation models, you can also use the search bar above to search for datasets that meet your needs.

Build and share your datasets and models using Roboflow.

Coffee Fruits Dataset

709 images | 2 exports | Last updated 3 months ago

Coffee Fruits DatasetCoffee Fruits Dataset

Car Parts Dataset

50 images | 6 exports | Last updated 3 months ago

Car Parts DatasetCar Parts Dataset

Concrete Cracks Dataset

1551 images | 2 exports | Last updated 6 months ago

Concrete Cracks DatasetConcrete Cracks Dataset

TACO: Trash Annotations in Context Dataset

1499 images | 16 exports | Last updated 6 months ago

TACO: Trash Annotations in Context DatasetTACO: Trash Annotations in Context Dataset

Fire and Smoke Segmentation Dataset

201 images | 4 exports | Last updated 6 months ago

Fire and Smoke Segmentation DatasetFire and Smoke Segmentation Dataset

Shipping Containers Dataset

156 images | 1 exports | Last updated 7 months ago

Shipping Containers Dataset

Train Detection Dataset

2992 images | 2 exports | Last updated 7 months ago

Train Detection DatasetTrain Detection Dataset

Windows Instance Segmentation Dataset

1345 images | 5 exports | Last updated 2 years ago

Windows Instance Segmentation DatasetWindows Instance Segmentation Dataset

Buildings Instance Segmentation Dataset

9665 images | 4 exports | Last updated 2 years ago

Buildings Instance Segmentation DatasetBuildings Instance Segmentation Dataset