All content for data scientists and ML engineers

Development 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 …

Deploy Development MP Wiki

Instance Segmentor

Instance segmentors combine the advantages of semantic segmentors and object detectors . On the one hand, they are able to predict pixel-perfect …

Development 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 …

Development 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 …

Development 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 …

Development 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 …

Development Deploy MP Wiki

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 MP Wiki

Iterations

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

Development 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 …

Development 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 …

Development 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 …

Deploy Development MP Wiki

LinkNet

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

Previous Next

Get AI confident. Start using Hasty today.

Our platform is completely free to try. Sign up today to start your two-month trial.

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.