Everything you need for vision AI in one place

We have spent the last two years creating hundreds of content pieces helping you to be successful with vision AI in general, and Hasty in particular. Here, you can find anything from user documentation to upcoming events.

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Development ML Engineer

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 …

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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 …

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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 …

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IoU (Intersection over Union)

IoU is used to estimate how well a predicted mask or bounding box matches the ground truth data. IoU also known as Jaccard index or Jaccard …

Development Deploy Project Manager ML Engineer Software Engineer

Iterations

Iterations are the number of steps through batches of the training data needed to complete one epoch. For better understanding, consider the …

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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 …

Development ML Engineer Domain Expert Annotator Admin Annotator

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 …

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Label class prediction

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

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LinkNet

The majority of the segmentation architectures like Pyramid Architecture Network , PSPnet, UNet have used the encoding-decoding strategy. The encoder …

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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 …

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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 …

Development ML Engineer Annotator Admin Project Manager

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.