Product
Features
learn more
Data Annotation
Get 12x faster annotation with the help of AI
Quality Control
Become 90% more efficient with AI-assisted quality control
Model Playground
Create, compare, and deploy AI models faster than ever before
Data Security
HIPAA and ISO 27001-certified. Available on-premise
Support
Book Demo
Schedule a demo with one of our sales team
Contact Sales
Get in touch with us right now
Product Overview
Learn how our platform can service your end-to-end vision AI needs
Solutions
Case Studies
view all
Bayer Crop Sciences
Diamond Manufacturer
Metallurgy
Healthcare
Audere
Solutions Overview
Learn how our service offerings combined with our platform can help you get a working model in weeks
Resources
Practical AI
view all
Articles
Articles about practical computer vision
Events
Check out our applied AI #Mlirl events
Documentation
view all
User Docs
Everything you need to use Hasty
MP Wiki
A wiki of computer vision terms and concepts
Resources Library
All our practical AI and app documentation content
Company
About Us
Learn about the company
Careers
Check out current openings and join us
Contact Sales
Get in touch with us right now
Sign in
Sign up
Product
Data Annotation
Quality Control
Model Playground
Data Security
Solutions
Resources
Documentation
Company
Careers
Sign up
Existing user?
Sign in
Documentation
User Docs
MP Wiki
API Reference
Back to docs
User Docs
Everything you need to use Hasty
MP Wiki
A wiki of computer vision terms and concepts
API Reference
Basics
Introduction
Credits and pricing FAQ
Hotkeys shortlist
Tutorials
Getting started with Hasty
How to handle EXIF rotation
How to use Hasty API
Workspaces
Creating a pro workspace
Introduction to workspaces
Projects
Exporting data
Project Overview
Dashboard
AI assistants status overview
Creating and editing a project
Basics
Classes and attributes
File manager
Taxonomy
Upload images
Users and Roles
Import annotations
Automated labeling
Advanced options
Project Summary
Webhooks
Mounting buckets
Mounting buckets tutorial
Annotation environment
Introduction to the annotation environment
When to use which tool
Panning and zooming
Manual and semi-automated tools
Polygon
Brush and Eraser
Polygon <-> Mask Conversion
Merging polygons/masks into one annotation
Bounding Box
DEXTR
ATOM segmenter
Box to Instance
Image Tags
Label Attributes
Move/edit
AI assistants
Image Classification Assistant
Label Attribute Assistant
Class Predictor Assistant
Object Detection Assistant
Instance Segmentation Assistant
Semantic Segmentation Assistant
Quality assurance and control
AI Consensus Scoring
How to improve your AI Consensus Scoring results
Manual Review
Export formats
COCO Dataset format
Image export
Pascal VOC
Hasty JSON v1.1
Semantic Segmentation (png images)
How to export a project
Import formats
Import annotations (Beta)
How to import annotations for an Object Detection task
How to import annotations for an Instance Segmentation task
Supported import types
Model Playground
Accessing Model Playground
Data Split
Creating a new split
Split Results
Creating an experiment
Individual experiment overview
Model Dashboard
Dashboard widgets and visualizations
Attribute Prediction
Image tag prediction
Instance Segmentation
Label class prediction
Object Detection
Model Exports
Deploy
Image Transformations
TorchScript Sample Inference Scripts
Attribute Prediction
Classification
Image-Tagging
Instance Segmentation
Object Detection
Semantic Segmentation
Explainability and Saliency maps
D-RISE
Grad-CAM
Active Learning
Active Learning in Hasty
Margin
Variance
Entropy
How to use Active Learning in Hasty
Semi-Supervised Learning
Semi-Supervised Learning in Hasty
Basics
Introduction
Credits and pricing FAQ
Hotkeys shortlist
Tutorials
Getting started with Hasty
How to handle EXIF rotation
How to use Hasty API
Workspaces
Creating a pro workspace
Introduction to workspaces
Projects
Exporting data
Project Overview
Dashboard
AI assistants status overview
Creating and editing a project
Basics
Classes and attributes
File manager
Taxonomy
Upload images
Users and Roles
Import annotations
Automated labeling
Advanced options
Project Summary
Webhooks
Mounting buckets
Mounting buckets tutorial
Annotation environment
Introduction to the annotation environment
When to use which tool
Panning and zooming
Manual and semi-automated tools
Polygon
Brush and Eraser
Polygon <-> Mask Conversion
Merging polygons/masks into one annotation
Bounding Box
DEXTR
ATOM segmenter
Box to Instance
Image Tags
Label Attributes
Move/edit
AI assistants
Image Classification Assistant
Label Attribute Assistant
Class Predictor Assistant
Object Detection Assistant
Instance Segmentation Assistant
Semantic Segmentation Assistant
Quality assurance and control
AI Consensus Scoring
How to improve your AI Consensus Scoring results
Manual Review
Export formats
COCO Dataset format
Image export
Pascal VOC
Hasty JSON v1.1
Semantic Segmentation (png images)
How to export a project
Import formats
Import annotations (Beta)
How to import annotations for an Object Detection task
How to import annotations for an Instance Segmentation task
Supported import types
Model Playground
Accessing Model Playground
Data Split
Creating a new split
Split Results
Creating an experiment
Individual experiment overview
Model Dashboard
Dashboard widgets and visualizations
Attribute Prediction
Image tag prediction
Instance Segmentation
Label class prediction
Object Detection
Model Exports
Deploy
Image Transformations
TorchScript Sample Inference Scripts
Attribute Prediction
Classification
Image-Tagging
Instance Segmentation
Object Detection
Semantic Segmentation
Explainability and Saliency maps
D-RISE
Grad-CAM
Active Learning
Active Learning in Hasty
Margin
Variance
Entropy
How to use Active Learning in Hasty
Semi-Supervised Learning
Semi-Supervised Learning in Hasty
USER DOCS
MODEL PLAYGROUND
DASHBOARD WIDGETS AND VISUALIZATIONS
LABEL CLASS PREDICTION
Label class prediction
Report issue
Get help
Widgets
GPU Consumption
Running time
Inference time
Accuracy VS Number of Iterations
Loss VS Number of Iterations
Predictions on classes
Confusion Matrix
Horizontal - True Value, Vertical - Predicted Value right
Last updated on Dec 21, 2022
Instance Segmentation
Object Detection
Report issue
Get help
Share
Removing the risk from vision AI.
Only 13% of vision AI projects make it to production, with Hasty we boost that number to 100%.
Start for free
Check out our services