All content for attributes annotation

Development Deploy MP Wiki

ExponentialLR

This scheduling technique reduces the learning rate every epoch (or every eval period in case of iteration trainer) by a factor "gamma". At the last …

Development User documentation

Exporting data

You can export your data out of Hasty by clicking on the three dots for the project you want to export from: This will open the "Export" modal. Here, …

Development Deploy MP Wiki

FBNetV3

FBNetV3 makes up a family of state-of-art compact neural networks that is generated through Network Architecture Recipe Search, NARS. NARS is an …

Deploy Development MP Wiki

Gaussian Noise

This data augmentation tool adds gaussian noise to the training images such the testing becomes robust against these noises. Gaussian noise is a …

Development MP Wiki

General best practices

This wiki dives deep into the world of visionAI and it's easy to get lost in the woods. This is why we want to share two lessons we learned working …

Development MP Wiki

General Information

While employing machine learning algorithm, there is a need to split the data such that the model is trained and on the basis of that model, we …

Development User documentation

Getting started with Hasty

This guide is written for first-time users that want to get started with using Hasty. It contains some tips and tricks on how to label quicker while …

Development Deploy User documentation

Hasty JSON v1.1

Our own export format that uses a similar structure to COCO, but builds on top of it with added complexity JSON Example { "project_name": "Project …

Development MP Wiki

How to contribute

Overview of topics In the wiki, we dive into visionAI concepts of a wide variety of topics. The list will be ever-growing, but below you find our …

Design Development Deploy Video

How to get AI production-ready with Hasty.ai

In this video, we'll show how you can use Hasty to go from raw data to a production-ready model. While doing so, we highlight several issues that is …

Development Video

How to import images from an AWS S3 bucket

In this video, we show you how to import images from an external AWS S3 bucket to Hasty, using our CLI-tool.

Development Deploy User documentation

Image export

Very simply, this exports all or a selection of images available in a dataset in a zip-file.

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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.