Welcome to Ecosystem!

Explore constantly growing catalog of Supervisely Apps: open-source web-applications that provide new functionality to Supervisely platform. Import and export data, train neural networks, run data transformations and many more — all done by Supervisely Apps!

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Curated catalog of high-quality computer vision datasets with deep analysis and visualizations.

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Latest updates

Released v0.4.12 of Tags to object classes
Feb 18, 2025
Released v6.8.49 of Agent
Feb 17, 2025
Feb 15, 2025
Released v1.0.37 of Serve Segment Anything 2.1
Feb 15, 2025
Released v6.8.48 of Agent
Dec 17, 2024
View All Updates

🔥 Most popular See all (319)

The most popular applications among them all

 1M+

Basic Image labeling tool

complete solution for image annotation

 1M+

Advanced Image labeling tool

complete solution for image annotation with advanced features

 288K+

Video labeling tool

complete solution for video annotation

 155K+

Import Images

Drag and drop images to Supervisely, supported formats: .jpg, .jpeg, jpe, .mpo, .bmp, .png, .tiff, .tif, .webp, .nrrd

 73K+

3D Point Cloud labeling tool

complete solution for LiDAR annotation with photo context

 42K+

Export as masks

For semantic and instance segmentation tasks

 40K+

3D Point Cloud Episodes labeling tool

complete solution for LiDAR episodes annotation with photo context

 36K+

Export to Supervisely format

images and JSON annotations

 25K+

Import images in Supervisely format

Images with corresponding annotations

 18K+

DICOM labeling tool

complete solution for medical DICOM annotation

 15K+

Clone

Clone project or dataset to selected workspace or project, works with all project types: images / videos / 3d / dicom

 15K+

Import Videos

Import Videos without annotations to Supervisely

 11K+

Convert Supervisely to YOLO v5 format

Transform project to YOLO v5 format and prepares tar archive for download

 10K+

Import Pointclouds PCD

Import pointclouds in PCD format without annotations

 9K+

Export to COCO

Converts Supervisely to COCO format and prepares tar archive for download

 7K+

Export videos project in Supervisely format

Export videos project and prepares downloadable tar archive

 7K+

Convert YOLO v5 to Supervisely format

Transform YOLO v5 format to supervisely project

 7K+

Export to YOLOv8 format

Transform Supervisely format to YOLOv8 format

 7K+

Export only labeled items

Export only labeled items and prepares downloadable tar archive

 6K+

Export pointclouds project in Supervisely format

Export pointclouds project and prepares downloadable tar archive

 6K+

NN Image Labeling

Use deployed neural network in labeling interface

 6K+

Train YOLOv8 | v9 | v10 | v11

Dashboard to configure, start and monitor YOLOv8 | v9 | v10 | v11 training

 6K+

Apply NN to Images Project

NN Inference on images in project or dataset

 5K+

Import images from cloud storage

Import images from cloud (Google Cloud Storage, Amazon S3, Microsoft Azure, ...)

 5K+

Train YOLOv5

Dashboard to configure and monitor training

🎉 Recently released See all (319)

The newest applications in continually growing ecosystem

 10

Serve Kosmos-2

Deploy Kosmos-2 as a REST API service

 12

Serve Grounding DINO

Deploy Grounding DINO as a REST API service

 2

Serve Molmo

Deploy Molmo as a REST API service

 8

One Way Instance Synchronization

Synchronize Teams between Supervisely Instances including Workspaces and Team members

 3

Tensorboard Experiments Viewer

Open experiment metrics in tensorboard

 6

Fine-tune Segment Anything 2.1

Dashboard for SAM 2.1 fine-tuning

 37

Apply Florence-2 + SAM 2 to Images Project

Text-Prompted Object Detection with Mask Segmentation

 24

Serve Florence-2

Deploy Florence-2 as a REST API service

 47

Train RT-DETRv2

Train RT-DETRv2 model on your data

 11

Serve RT-DETRv2

Deploy RT-DETRv2 as a REST API service

CLAHE Filter visualizer

Real-time CLAHE filter visualization

 36

Multiview Object Matching

Propagate bboxes to multiview images group

 13

Transcode Videos

Transcode videos to mp4 format

 88

Train RT-DETR

Train RT-DETR model on your data

 19

Serve RT-DETR

Deploy RT-DETR as a REST API service

 57

Conveyor Belt Auto Tracking

Effortlessly track and interpolate labeled objects on a conveyor belt in real-time

 46

Real-time Labeling Quality Check

Automated real-time annotation tests.

 474

Evaluator for Model Benchmark

Evaluate the performance of the NN model and compare it with the results of other models

 631

Serve Segment Anything 2.1

Deploy SAM 2 model as REST API service

 42

Annotation Validator

Validate annotations in a project

 45

Review Image Annotations in Batches

Allows you to review annotation results in a user interface specifically designed for such tasks

 566

Auto Track

Tracking settings for video annotation tool

 27

Visualize Image Updates

Application that visualizes the most recently updated images

 24

Serve Matte Anything

Deploy Matte Anything as REST API service

 138

Export Point Clouds to ROS Bag

Export Pointclouds and Pointcloud episodes to ROS Bag format

Import See all (85)

Upload your assets from PC or cloud storage, in many formats

 155K+

Import Images

Drag and drop images to Supervisely, supported formats: .jpg, .jpeg, jpe, .mpo, .bmp, .png, .tiff, .tif, .webp, .nrrd

 25K+

Import images in Supervisely format

Images with corresponding annotations

 15K+

Import Videos

Import Videos without annotations to Supervisely

 10K+

Import Pointclouds PCD

Import pointclouds in PCD format without annotations

 7K+

Convert YOLO v5 to Supervisely format

Transform YOLO v5 format to supervisely project

 5K+

Import images from cloud storage

Import images from cloud (Google Cloud Storage, Amazon S3, Microsoft Azure, ...)

 4K+

Import Images from CSV

Upload images using .CSV file

 4K+

Import images with masks

Import images with binary masks as annotations

 2K+

Import COCO

Converts COCO format to Supervisely

 2K+

Import videos from cloud storage

Import videos from cloud (Google Cloud Storage, Amazon S3, Microsoft Azure, ...)

 2K+

Import videos in Supervisely format

Import videos with annotations in Supervisely format

 2K+

Import Pointcloud Episodes

Import Pointcloud Episodes with Annotations and Photo context

 2K+

Import DICOM studies

Creates project with images grouped by selected metadata, converting DICOM data to NRRD format in the process.

 1K+

Import DICOM Volumes

Import volumes in DICOM and NRRD formats without annotations

 1K+

Import Pointclouds PLY

Import pointclouds without annotations in .ply format from Team Files

 1K+

Import videos by URLs from txt file

Downloads videos by URLs and uploads them to Supervisely Storage

 1K+

Import Pascal VOC

Import public or custom data in Pascal VOC format to Supervisely

 1K+

Remote import

Connect your remote storage and import data without duplication. Data is stored on your server but visible in Supervisely

 1K+

Import from Google Cloud Storage

Upload images by reading links (Google Cloud Storage) from CSV file

 1K+

Import Point Cloud Project

Import Point Cloud Project with Annotations and Photo context in Supervisely format

 920

Copy project between instances

Copies images + annotations + images metadata

 775

CSV Products Catalog to Images Project

Convert .CSV catalog to Images Project

 562

Import KITTI 3D

Converts KITTI 3D format to Supervisely pointcloud format

 553

Import Volumes in Supervisely format

Import Supervisely volumes project with annotations

 524

Import Cityscapes

Import Cityscapes to Supervisely

Export See all (28)

Save your assets and labels in different formats

 42K+

Export as masks

For semantic and instance segmentation tasks

 36K+

Export to Supervisely format

images and JSON annotations

 11K+

Convert Supervisely to YOLO v5 format

Transform project to YOLO v5 format and prepares tar archive for download

 9K+

Export to COCO

Converts Supervisely to COCO format and prepares tar archive for download

 7K+

Export videos project in Supervisely format

Export videos project and prepares downloadable tar archive

 7K+

Export to YOLOv8 format

Transform Supervisely format to YOLOv8 format

 7K+

Export only labeled items

Export only labeled items and prepares downloadable tar archive

 6K+

Export pointclouds project in Supervisely format

Export pointclouds project and prepares downloadable tar archive

 3K+

Export to Pascal VOC

Converts Supervisely Project to Pascal VOC format

 3K+

Download images

Download images from project or dataset.

 2K+

Export activity as csv

Download activity as csv file

 1K+

Export Pointcloud Episodes in Supervisely format

Export project or dataset in Supervisely pointcloud episode format

 1K+

Export Volumes with 3D Annotations

To Supervisely format, compatible with 3D Slicer, MITK

 1K+

Export COCO Keypoints

Converts Supervisely format to COCO Keypoints

 1K+

Export to KITTI 3D

Converts Supervisely Pointcloud format to KITTI 3D

 1K+

Export to DOTA

Export images in DOTA format and prepares downloadable archive

 885

Export to Cityscapes

Converts Supervisely annotations to Cityscapes format and prepares downloadable tar archive

 746

Render Video Labels to MP4

Creates presentation mp4 file based on labeled video

 659

Download image links in CSV

Download CSV file with download links for images

 519

Export to COCO mask

Converts annotations from Supervisely to COCO format as RLE masks with preserving holes

 341

Export Items After Review

Export items after the passing labeling job review

 329

Export Metadata

Export Images Metadata from Project

 248

Create JSON with reference items

Objects with specific tag will be treated as reference items

 203

Render video from images

Creates video from images in dataset with selected frame rate and configurable label opacity

 138

Export Point Clouds to ROS Bag

Export Pointclouds and Pointcloud episodes to ROS Bag format

Neural networks See all (108)

Training, inference, serving, performance analysis, smart tools…

 1M+

Basic Image labeling tool

complete solution for image annotation

 1M+

Advanced Image labeling tool

complete solution for image annotation with advanced features

 288K+

Video labeling tool

complete solution for video annotation

 73K+

3D Point Cloud labeling tool

complete solution for LiDAR annotation with photo context

 40K+

3D Point Cloud Episodes labeling tool

complete solution for LiDAR episodes annotation with photo context

 18K+

DICOM labeling tool

complete solution for medical DICOM annotation

 6K+

NN Image Labeling

Use deployed neural network in labeling interface

 6K+

Train YOLOv8 | v9 | v10 | v11

Dashboard to configure, start and monitor YOLOv8 | v9 | v10 | v11 training

 6K+

Apply NN to Images Project

NN Inference on images in project or dataset

 5K+

Train YOLOv5

Dashboard to configure and monitor training

 2K+

Serve YOLOv5

Deploy model as REST API service

 2K+

Serve YOLOv8 | v9 | v10 | v11

Deploy YOLOv8 | v9 | v10 | v11 as REST API service

 2K+

RITM interactive segmentation SmartTool

State-of-the art object segmentation model in Labeling Interface

 2K+

Metric Learning Labeling Tool

Use metric learning models to classify images

 1K+

Train MMSegmentation

Dashboard to configure, start and monitor training

 1K+

Serve Segment Anything Model

Deploy model as REST API service

 1K+

Train MMDetection

Dashboard to configure, start and monitor training

 1K+

Train MMDetection 3.0

Training dashboard for mmdetection framework (v3.0.0 and above).

 1K+

Apply NN to Videos Project

Predictions on every frame are combined with BoT-SORT/DeepSort into tracks automatically

 1K+

Serve ClickSEG

Deploy ClickSEG models for interactive instance segmentation

 1K+

Apply 3D Detection to Pointcloud Project

Run 3D Detection and tracking algorithm on pointclouds or pointcloud episodes project

 1K+

Train Detectron2

Dashboard to configure, start and monitor training

 1K+

AI assisted classification

Use neural network in labeling interface to classify images and objects

 1K+

Train UNet

Dashboard to configure, start and monitor training

 1K+

Train MMClassification

Dashboard to configure, start and monitor training

Labeling See all (28)

For any type of data - image, video, 3d point cloud, dicom, custom interfaces, AI assistance…

 1M+

Basic Image labeling tool

complete solution for image annotation

 1M+

Advanced Image labeling tool

complete solution for image annotation with advanced features

 288K+

Video labeling tool

complete solution for video annotation

 73K+

3D Point Cloud labeling tool

complete solution for LiDAR annotation with photo context

 40K+

3D Point Cloud Episodes labeling tool

complete solution for LiDAR episodes annotation with photo context

 18K+

DICOM labeling tool

complete solution for medical DICOM annotation

 6K+

NN Image Labeling

Use deployed neural network in labeling interface

 6K+

Apply NN to Images Project

NN Inference on images in project or dataset

 2K+

Metric Learning Labeling Tool

Use metric learning models to classify images

 1K+

Apply NN to Videos Project

Predictions on every frame are combined with BoT-SORT/DeepSort into tracks automatically

 1K+

AI assisted classification

Use neural network in labeling interface to classify images and objects

 761

Batched Smart Tool

Batched smart labeling tool for Images

 566

Auto Track

Tracking settings for video annotation tool

 500

ilastik pixel classification

Image Pixel Classification using ilastik

 475

Mark attributed segments on multi-camera videos

Tag segments (begin and end) with custom attributes on single or multiple videos in dual-panel view

 338

Visual Tagging

Assign tags to images using example images

 320

Apply NN to video frames

Apply NN models to video frames

 317

Object tags editor

Edit tags of each object on image

 258

Review labels side-by-side

Filter objects and tags by user and copy them to working area

 229

Action Recognition Labeling Tool

Label videos for Action Recognition task

 213

Batched Smart Tool for Videos

Batched smart labeling tool for Videos

 175

Mark segments on multi-camera videos

Tag segments (begin and end) on single or multiple videos in dual-panel view

 81

Mark Reference Objects for Retail

Mark Reference Objects for Retail

Prepare examples for products from catalog

 57

Sample images from project

Sample images from project with different methods

 46

Real-time Labeling Quality Check

Automated real-time annotation tests.

Collaboration See all (13)

Team members, annotator performance & stats, exams, issues…

Synthetic data See all (4)

Synthetic training data generation

Data operations See all (54)

Transform data and annotations, perform augmentations, filtering and querying…

 15K+

Clone

Clone project or dataset to selected workspace or project, works with all project types: images / videos / 3d / dicom

 3K+

Convert Class Shape

Converts shapes of classes (e.g. polygon to bitmap) and all corresponding objects

 3K+

Merge datasets

Merge selected datasets with images or videos into a single one

 2K+

Videos project to images project

Creates images project from video project

 2K+

Assign train/val tags to images

Assigns tags (train/val) to images. Training apps will use these tags to split data.

 1K+

Filter images

Filters images and provides results in selected format

 1K+

Extract frames from videos

Read every n-th frame and save to images project

 1K+

Merge classes

Merge multiple classes with same shape to a single one

 1K+

Create Trainset for SmartTool

Prepare training data for SmartTool

 851

ImgAug Studio

Visualize and build augmentation pipeline with ImgAug

 837

Flying objects

Generate synthetic data: flying foregrounds on top of backgrounds

 759

Split datasets

Split one or multiple datasets into parts

 732

Sliding window split

Configure, preview and split images and annotations with sliding window

 703

Crop objects on images

Creates new project with cropped objects

 611

Diff and Merge Images Projects

Visual diff and merge tool helps compare images in two projects

 584

Diff and Merge Project Meta

Visual diff and merge tool helps compare project tags and classes

 547

Resize images

for both images and their annotations

 520

Rasterize objects on images

Convert classes to bitmap and rasterize objects without intersections

 328

Unpack AnyShape Classes

Split "AnyShape" classes to classes with strictly defined shapes (polygon, bitmap, ...)

 319

Images project to videos project

Creates video project from images project

 317

Object tags editor

Edit tags of each object on image

 314

Tags to object classes

Create new object classes from tags associated with objects

 312

Merge Image Projects

Merge multiple image projects into a single one

 306

Convert to semantic segmentation

Convert polygon and bitmap labels to semantic segmentation

 266

Convert Point Clouds project to Episodes

Creates sequence of connected point clouds with tracklets

Visualization & stats See all (22)

Data exploration and insights, visualization, statistics, quality assurance

 1K+

Classes stats for images

Detailed statistics for all classes in images project

 775

Video objects stats for every class

The number of objects, figures and frames for every class for every dataset

 746

Render Video Labels to MP4

Creates presentation mp4 file based on labeled video

 560

Object Size Stats

Detailed statistics and distribution of object sizes (width, height, area)

 475

Labeling Jobs Stats

General statistics for all labeling jobs in team

 360

Explore data with embeddings

Calculate and visualize embeddings

 346

Objects thumbnail preview

Review images annotations object by object with ease

 331

Classes co-occurrence matrix

Explore images for every combination of classes pairs in co-occurrence table

 319

Instance Segmentation Metrics

Interactive evaluation of your instance segmentation model

 268

Interactive objects distribution

Explore images with certain number of objects of specific class

 224

Image Classification Metrics

Evaluate your classification model

 198

Render video to compare projects

Put images with labels into collage and renders comparison videos

 184

Images thumbnail preview

Preview images as a grid gallery

 158

Labels spatial distribution

Build labels distribution heatmap for dataset.

 126

Labeling Consensus

Compare annotations of multiple labelers

 110

Labeling Events Stats

Total number of labeling actions and annotated unique images in a time interval

 88

Tags co-occurrence matrix

Explore images for every combination of tags pairs in co-occurrence table

 83

Labeling Consensus for Videos

Compare annotations of multiple labelers

 80

Project 3D statistics

Detailed statistics for all classes in pointcloud or episodes project

 67

Action Recognition Stats Tool

Analyse videos labeled for Action Recognition task

 63

Labeler First Time Through

First Time Through ratio shows how many items labeler annotated right the first time (i.e. reviewer accepted his work on first round).

 30

Object Classification Metrics

Evaluate your classification model in Detector + Classifier Pipeline

Development See all (11)

Development environment, template apps, widgets how-to

Other utilities See all (13)

Presentation, content generation, administration

projects See all (35)

Data samples and full datasets to get you up and running

 973

Lemons (Annotated)

Lemons (Annotated)

6 images with annotated lemons and kiwifruits

 701

Demo pointcloud project

30 pointclouds without annotations

 617

Persons

Persons

Image project with person instances

 462

Demo pointcloud project with labels

30 pointclouds with annotations

 342

Lemons (Test)

Lemons (Test)

Sample images project without labels

 321

Videos example

Videos example

Sample videos with labels

 277

Snacks catalog

Snacks catalog

Labeled images: snacks: chips / crisps / mix

 272

Demo LYFT 3D dataset

Demo LYFT 3D dataset

Demo project with pointcloud episodes from LYFT 3D dataset without labels

 261

Demo KITTI pointcloud episodes annotated

Demo KITTI pointcloud episodes annotated

Demo project with pointcloud episodes from KITTI dataset with labels

 203

Demo LYFT 3D dataset annotated

Demo LYFT 3D dataset annotated

Demo project with pointcloud episodes from LYFT 3D dataset with labels

 189

Demo Images

Demo Images

17 unlabeled images for quick tests

 173

Demo KITTI pointcloud episodes

Demo KITTI pointcloud episodes

Demo project with pointcloud episodes from KITTI dataset without labels

 170

Country Roads

Country Roads

Labeled roads (sample: 100 images, full version: 1000 images)

 131

Demo volumes with labels

Demo volumes with labels

Project with labeled dicom and nrrd volumes

 102

Demo volumes

Demo volumes

Demo project with dicom / nrrd volumes without labels

 90

Roads (Test)

Roads (Test)

156 unlabeled images with roads

 86

Demo video pairs

Demo video pairs

Video pairs for multicamera labeling

 80

Top 10 cat breeds

Top 10 cat breeds

Tag (name of breed) is assigned to every image

 79

Grocery store shelves

Labeled images of products on the shelve: snacks, chips, crisps

 71

Roads (Annotated)

Roads (Annotated)

10 images with labeled road

 65

Country Roads (Test)

Country Roads (Test)

594 unlabeled images

 56

Tomatoes (Annotated)

Tomatoes (Annotated)

Project with 66 annotated tomatoes (424 images)

 45

Train dataset - Insulator-Defect Detection

For object detection tutorials

 44

Cracks Synthetic Dataset

Synthetic dataset for cracks segmentation

 37

Seeds

Seeds

Unlabeled images: sunflower / pumpkin (peeled + unpeeled) / mix