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Hotkeys shortlist

Global hotkeys General annotation right mouse click on existing annotation - (click on an object) bring up classes pop-up menu to change assigned …

Instance segmentation Semantic segmentation Object detection Video

How to automate labelling images with Hasty.ai

In this course, I'm going to show you how to annotate your custom dataset, automate the process, and get feedback on your annotation strategy before …

All problems 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 …

Instance segmentation Semantic segmentation Panoptic segmentation Object detection User documentation

How to handle EXIF rotation

So, one of the more common issues we have in Hasty concerns EXIF rotation. Essentially, you look at an image locally - and it looks fine. You upload …

All problems 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.

Image classification User documentation

Image Classification Assistant

The Image Classification Assistant is our offering to automate image classification. We do so by training an AI model based on the data you provide. …

Image classification User documentation

Image tag prediction

Image tag prediction dashboard Widgets GPU Consumption Running time Inference time Hamming Score VS Number of Iterations Loss VS Number of Iterations …

Image classification User documentation

Image Tags

Image classification is one of the first use cases of computer vision and many projects still use it today. To support image classification, we built …

All problems User documentation

Image Transformations

This page describes how to build image transformations for test time deployment of your exported models. To maintain the expected performance of your …

All problems User documentation

Import annotations

Go here if you are looking for how to upload images. Here, you can upload annotations that you already have created in other annotation tools, or …

All problems User documentation

Importing annotations

Contents Hasty support an import of existing annotations of the following types: bbox - Bounding boxes (as a JSON file) polygon - Polygons (as a JSON …

All problems User documentation

Individual experiment overview

Detailed overview of running an experiment and seeing its results. After creating an experiment with all model parameters, the user now can run the …

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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.