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 Deploy ML Engineer

Classifier / Tagger

Classifiers are models used to classify images—who would have thought? They take an image as input and output a vector of probabilities. Each …

Development ML Engineer Domain Expert Annotator Admin Annotator

Class Predictor Assistant

The class predictor tool is the first of our AI powered features to kick in on a project. The goal of this assistant is to remove the need to specify …

Development Deploy Project Manager ML Engineer Software Engineer

COCO Dataset format

Hasty allows you to export your project in the very well-known COCO dataset format. You can find more information about this format here .

Development Deploy Project Manager ML Engineer Software Engineer

Color Jitter

This data augmentation tool adds brightness, contrast, saturation, and hue to your sample images. Parameters Brightness It sets the brightness of the …

Deploy ML Engineer Software Engineer

Commonly used web frameworks

Flask is an open-source lightweight web framework built in Python to deploy web applications. To begin using Flask, we must first install it on our …

Development Deploy Monitor Project Manager ML Engineer Software Engineer

Computer Vision in Production with Hasnain Raza

Hasnain is a Machine Learning Engineer here at Hasty AI. In pure engineering fashion, he likes tackling engineering and real world issues, trying to …

Development Deploy Project Manager ML Engineer Software Engineer

Confusion Matrix

A confusion matrix is not really a metric, but many metrics are calculated on top of it because it gives a great indication of the model's …

Deploy ML Engineer Software Engineer

Containerized Deployment

Previously explained frameworks should be running well on your machine, but you might run into issues when you try to deploy to another environment …

Development Deploy Project Manager ML Engineer Software Engineer

CosineAnnealingLR

Cosine AnnealingLR is a scheduling technique that starts off with a very large learning rate and then aggressively decreases it to a value near 0, …

Development Project Manager ML Engineer Annotator Admin

Creating and editing a project

Create a new project To create a project, first, you have to go to the project overview. From there, click on the "Create new project" card. This …

Development ML Engineer Software Engineer

Creating a new split

Layout for new split creation Parameters used for creating a new split Split name Type of model would you like to experiment with - It includes …

Development ML Engineer Software Engineer

Creating an experiment

Step by Step walk through of model playground experiments. After creating the splits, the user can now run experiments. By clicking a split, the user …

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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.