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!

🔥 Most popular See all (303)

The most popular applications among them all

 1M+

Basic Image labeling tool

complete solution for image annotation

 682K+

Advanced Image labeling tool

complete solution for image annotation with advanced features

 245K+

Video labeling tool

complete solution for video annotation

 154K+

Import Images

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

 68K+

3D Point Cloud labeling tool

complete solution for LiDAR annotation with photo context

 41K+

Export as masks

For semantic and instance segmentation tasks

 37K+

3D Point Cloud Episodes labeling tool

complete solution for LiDAR episodes annotation with photo context

 33K+

Export to Supervisely format

images and JSON annotations

 24K+

Import images in Supervisely format

Images with corresponding annotations

 18K+

DICOM labeling tool

complete solution for medical DICOM annotation

 15K+

Import Videos

Import Videos without annotations to Supervisely

 13K+

Clone

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

 10K+

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

 8K+

Export to COCO

Converts Supervisely to COCO format and prepares tar archive for download

 7K+

Convert YOLO v5 to Supervisely format

Transform YOLO v5 format to supervisely project

 7K+

Export videos project in Supervisely format

Export videos project and prepares downloadable tar archive

 6K+

Export pointclouds project in Supervisely format

Export pointclouds project and prepares downloadable tar archive

 6K+

Export only labeled items

Export only labeled items and prepares downloadable tar archive

 6K+

NN Image Labeling

Use deployed neural network in labeling interface

 5K+

Export to YOLOv8 format

Transform Supervisely format to YOLOv8 format

 5K+

Import images from cloud storage

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

 5K+

Apply NN to Images Project

NN Inference on images in project or dataset

 4K+

Train YOLOv5

Dashboard to configure and monitor training

 4K+

Import Images from CSV

Upload images using .CSV file

🎉 Recently released See all (303)

The newest applications in continually growing ecosystem

 9

Conveyor Belt Auto Tracking

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

 20

Real-time Labeling Quality Check

Automated real-time annotation tests.

 226

Evaluator for Model Benchmark

Evaluate the performance of the NN model

 188

Serve Segment Anything 2

Deploy SAM 2 model as REST API service

 30

Annotation Validator

Validate annotations in a project

 19

Review Image Annotations in Batches

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

 335

Auto Track

Tracking settings for video annotation tool

 27

Visualize Image Updates

Application that visualizes the most recently updated images

 19

Serve Matte Anything

Deploy Matte Anything as REST API service

 73

Export Point Clouds to ROS Bag

Export Pointclouds and Pointcloud episodes to ROS Bag format

 47

Serve MMDetection3D v1.x

Deploy MMDetection3D models to detect objects in Point Clouds

 59

Train MMDetection3D v1.x

Train MMDetection3D for detection on Point Clouds data

 274

Apply NN to video frames

Apply NN models to video frames

 28

Export YOLOv8 weights

to TorchScript and ONNX formats

 140

Anonymize Data

App to obscure data on images and videos

 256
On

On-the-Fly Quality Assurance

On-the-Fly Quality Assurance

Get instant DatasetNinja statistics for your project

 87

Group Images for Multiview Labeling

No description available

 58

Obsolete Projects Cleaner

Delete unused projects or their datasets in large batches

 65

Import Multispectral Images

Import multispectral images as channels or as separate images.

 36

V7 to Supervisely Migration Tool

Convert and copy multiple V7 datasets into Supervisely at once.

 30

Import V7

Import images and videos with annotations in V7 format.

 122

Train YOLOv5 2.0

Dashboard to configure, start and monitor YOLOv5 2.0 training

 82

Serve YOLOv5 2.0

Deploy YOLOv5 2.0 as REST API service

 1K+

ML Pipelines

[Beta] Drag and drop interface for building custom DataOps pipelines

 71

Labelbox to Supervisely Migration Tool

Convert and copy multiple Labelbox projects into Supervisely at once.

Import See all (83)

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

 154K+

Import Images

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

 24K+

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

 871

Copy project between instances

Copies images + annotations + images metadata

 560

CSV Products Catalog to Images Project

Convert .CSV catalog to Images Project

 554

Import KITTI 3D

Converts KITTI 3D format to Supervisely pointcloud format

 550

Import Volumes in Supervisely format

Import Supervisely volumes project with annotations

 521

Import Cityscapes

Import Cityscapes to Supervisely

Export See all (28)

Save your assets and labels in different formats

 41K+

Export as masks

For semantic and instance segmentation tasks

 33K+

Export to Supervisely format

images and JSON annotations

 10K+

Convert Supervisely to YOLO v5 format

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

 8K+

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

 6K+

Export pointclouds project in Supervisely format

Export pointclouds project and prepares downloadable tar archive

 6K+

Export only labeled items

Export only labeled items and prepares downloadable tar archive

 5K+

Export to YOLOv8 format

Transform Supervisely format to YOLOv8 format

 3K+

Export to Pascal VOC

Converts Supervisely Project to Pascal VOC format

 2K+

Export activity as csv

Download activity as csv file

 2K+

Download images

Download images from project or dataset.

 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 to KITTI 3D

Converts Supervisely Pointcloud format to KITTI 3D

 1K+

Export to DOTA

Export images in DOTA format and prepares downloadable archive

 881

Export COCO Keypoints

Converts Supervisely format to COCO Keypoints

 869

Export to Cityscapes

Converts Supervisely annotations to Cityscapes format and prepares downloadable tar archive

 734

Render Video Labels to MP4

Creates presentation mp4 file based on labeled video

 547

Download image links in CSV

Download CSV file with download links for images

 395

Export to COCO mask

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

 316

Export Metadata

Export Images Metadata from Project

 285

Export items after review

Export items after the passing labeling job review

 227

Create JSON with reference items

Objects with specific tag will be treated as reference items

 189

Render video from images

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

 91

Export project to cloud storage

Export project to Google Cloud Storage, Amazon S3, Microsoft Azure, ...

Neural networks See all (96)

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

 1M+

Basic Image labeling tool

complete solution for image annotation

 682K+

Advanced Image labeling tool

complete solution for image annotation with advanced features

 245K+

Video labeling tool

complete solution for video annotation

 68K+

3D Point Cloud labeling tool

complete solution for LiDAR annotation with photo context

 37K+

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

 5K+

Apply NN to Images Project

NN Inference on images in project or dataset

 4K+

Train YOLOv5

Dashboard to configure and monitor training

 4K+

Train YOLOv8 | v9 | v10

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

 2K+

Serve YOLOv5

Deploy model as REST API service

 2K+

Serve YOLOv8 | v9 | v10

Deploy YOLOv8 | v9 | v10 as REST API service

 2K+

RITM interactive segmentation SmartTool

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

 1K+

Train MMDetection

Dashboard to configure, start and monitor training

 1K+

Train MMSegmentation

Dashboard to configure, start and monitor training

 1K+

Serve Segment Anything Model

Deploy model as REST API service

 1K+

Apply NN to Videos Project

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

 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+

Serve ClickSEG

Deploy ClickSEG models for interactive instance segmentation

 1K+

Train MMDetection 3.0

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

 1K+

Metric Learning Labeling Tool

Use metric learning models to classify images

 1K+

AI assisted classification

Use neural network in labeling interface to classify images and objects

 1K+

Train MMClassification

Dashboard to configure, start and monitor training

 1K+

Train UNet

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

 682K+

Advanced Image labeling tool

complete solution for image annotation with advanced features

 245K+

Video labeling tool

complete solution for video annotation

 68K+

3D Point Cloud labeling tool

complete solution for LiDAR annotation with photo context

 37K+

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

 5K+

Apply NN to Images Project

NN Inference on images in project or dataset

 1K+

Apply NN to Videos Project

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

 1K+

Metric Learning Labeling Tool

Use metric learning models to classify images

 1K+

AI assisted classification

Use neural network in labeling interface to classify images and objects

 699

Batched Smart Tool

Batched smart labeling tool for Images

 488

ilastik pixel classification

Image Pixel Classification using ilastik

 473

Mark attributed segments on multi-camera videos

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

 335

Auto Track

Tracking settings for video annotation tool

 297

Visual Tagging

Assign tags to images using example images

 295

Object tags editor

Edit tags of each object on image

 274

Apply NN to video frames

Apply NN models to video frames

 253

Review labels side-by-side

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

 212

Batched Smart Tool for Videos

Batched smart labeling tool for Videos

 195

Action Recognition Labeling Tool

Label videos for Action Recognition task

 174

Mark segments on multi-camera videos

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

 80

Mark Reference Objects for Retail

Mark Reference Objects for Retail

Prepare examples for products from catalog

 35

Sample images from project

Sample images from project with different methods

 20

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 (52)

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

 13K+

Clone

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

 2K+

Convert Class Shape

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

 2K+

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

 786

Flying objects

Generate synthetic data: flying foregrounds on top of backgrounds

 778

ImgAug Studio

Visualize and build augmentation pipeline with ImgAug

 694

Sliding window split

Configure, preview and split images and annotations with sliding window

 599

Diff and Merge Images Projects

Visual diff and merge tool helps compare images in two projects

 572

Split datasets

Split one or multiple datasets into parts

 569

Diff and Merge Project Meta

Visual diff and merge tool helps compare project tags and classes

 511

Resize images

for both images and their annotations

 498

Crop objects on images

Creates new project with cropped objects

 490

Rasterize objects on images

Convert classes to bitmap and rasterize objects without intersections

 315

Images project to videos project

Creates video project from images project

 295

Unpack AnyShape Classes

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

 295

Object tags editor

Edit tags of each object on image

 267

Merge Image Projects

Merge multiple image projects into a single one

 261

Convert Point Clouds project to Episodes

Creates sequence of connected point clouds with tracklets

 247

Convert to semantic segmentation

Convert polygon and bitmap labels to semantic segmentation

 224

Rotate images

Rotates images along with the annotations in the dataset

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

 734

Render Video Labels to MP4

Creates presentation mp4 file based on labeled video

 708

Video objects stats for every class

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

 495

Object Size Stats

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

 464

Labeling Jobs Stats

General statistics for all labeling jobs in team

 342

Objects thumbnail preview

Review images annotations object by object with ease

 317

Classes co-occurrence matrix

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

 297

Instance Segmentation Metrics

Interactive evaluation of your instance segmentation model

 281

Explore data with embeddings

Calculate and visualize embeddings

 259

Interactive objects distribution

Explore images with certain number of objects of specific class

 214

Image Classification Metrics

Evaluate your classification model

 196

Render video to compare projects

Put images with labels into collage and renders comparison videos

 181

Images thumbnail preview

Preview images as a grid gallery

 153

Labels spatial distribution

Build labels distribution heatmap for dataset.

 121

Labeling Consensus

Compare annotations of multiple labelers

 110

Labeling Events Stats

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

 80

Tags co-occurrence matrix

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

 76

Project 3D statistics

Detailed statistics for all classes in pointcloud or episodes project

 75

Labeling Consensus for Videos

Compare annotations of multiple labelers

 65

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).

 26

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 (11)

Presentation, content generation, administration

projects See all (34)

Data samples and full datasets to get you up and running

 870

Lemons (Annotated)

Lemons (Annotated)

6 images with annotated lemons and kiwifruits

 649

Demo pointcloud project

30 pointclouds without annotations

 575

Persons

Persons

Image project with person instances

 419

Demo pointcloud project with labels

30 pointclouds with annotations

 325

Lemons (Test)

Lemons (Test)

Sample images project without labels

 278

Videos example

Videos example

Sample videos with labels

 269

Snacks catalog

Snacks catalog

Labeled images: snacks: chips / crisps / mix

 257

Demo LYFT 3D dataset

Demo LYFT 3D dataset

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

 242

Demo KITTI pointcloud episodes annotated

Demo KITTI pointcloud episodes annotated

Demo project with pointcloud episodes from KITTI dataset with labels

 196

Demo LYFT 3D dataset annotated

Demo LYFT 3D dataset annotated

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

 177

Demo Images

Demo Images

17 unlabeled images for quick tests

 162

Country Roads

Country Roads

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

 154

Demo KITTI pointcloud episodes

Demo KITTI pointcloud episodes

Demo project with pointcloud episodes from KITTI dataset without labels

 119

Demo volumes with labels

Demo volumes with labels

Project with labeled dicom and nrrd volumes

 98

Demo volumes

Demo volumes

Demo project with dicom / nrrd volumes without labels

 86

Roads (Test)

Roads (Test)

156 unlabeled images with roads

 82

Demo video pairs

Demo video pairs

Video pairs for multicamera labeling

 77

Top 10 cat breeds

Top 10 cat breeds

Tag (name of breed) is assigned to every image

 76

Grocery store shelves

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

 67

Roads (Annotated)

Roads (Annotated)

10 images with labeled road

 64

Country Roads (Test)

Country Roads (Test)

594 unlabeled images

 54

Tomatoes (Annotated)

Tomatoes (Annotated)

Project with 66 annotated tomatoes (424 images)

 36

Seeds

Seeds

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

 36

Cracks Synthetic Dataset

Synthetic dataset for cracks segmentation

 34

PascalVOC GT Masks (Sample)

PascalVOC GT Masks (Sample)

726 sample gt-labeled images