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Instance segmentation User documentation

Instance Segmentation

Instance Segmentation dashboard Widgets GPU Consumption Running time Inference time Average Loss VS Number of Iterations mAP VS Number of Iterations …

Instance segmentation User documentation

Instance Segmentation Assistant

This assistant will help you with finding, creating, and labeling shapes and offers an exponentially quicker way of preparing data for instance …

All MP Wiki

Introduction

Introduction Here at Hasty.ai, we work on visionAI projects daily. Too often, our team was looking for a visionAI wiki where the most relevant terms …

All User documentation

Introduction

What is Hasty? Hasty is an image annotation tool for creating ground-truth datasets to be used in machine learning applications. Unlike many similar …

All problems User documentation

Introduction to the annotation environment

If you have used graphical editing tools or other annotation tools, our annotating environment should be familiar. For newcomers or users that wonder …

All problems User documentation

Introduction to workspaces

Workspaces are spaces that allow you to collect all projects in one place, control access to them on a higher level, and slim down the work needed …

Annotation attributes User documentation

Label Attribute Assistant

The Label Attribute Assistant is our offering to automate adding metadata to annotations. We do so by training an AI model based on the data you …

Annotation attributes User documentation

Label Attributes

In computer vision, adding extra data to annotations is becoming more and more common. To support that, we have developed a feature we call label …

Semantic segmentation Instance segmentation Object detection Panoptic segmentation User documentation

Label class prediction

Widgets GPU Consumption Running time Inference time Accuracy VS Number of Iterations Loss VS Number of Iterations Predictions on classes Confusion …

All problems Event

Machine learning IRL

Everyone is talking about applying ML to real-world use cases, but there’s very little sharing between teams actually doing the implementation. We …

All problems User documentation

Manual and semi-automated tools

Hasty offers a wide variety of manual and semi-automated tools to get you started with your annotation efforts. Depending on your project, different …

All problems User documentation

Manual Review

Manual review is a quality control interface where you can see all annotations made in a project in one place. You can also filter using one of our …

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Tuple

Hasty.ai helped us improve our ML workflow by 40%, which is fantastic. It reduced our overall investment by 90% to get high-quality annotations and an initial model.