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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AI assistants

AI assistants are what we call our AI tooling that you can use to automate parts - or all - of your annotation work. The concept behind them is …

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AI assistants status overview

Out of the many questions we get from our users, many concerns the status and training of our AI assistant models. We’re the first to admit this has …

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AMSgrad Variant (Adam)

While the Adam optimizer, which made use of momentum as well as the RMS prop, was efficient in adjusting the learning rates and finding the optimal …

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ASGD

Average Stochastic Gradient Descent, abbreviated as ASGD, averages the weights that are calculated in every iteration. $$ w_{t+1}=w_t-\eta \nabla …

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ATOM segmenter

ATOM is a an AI-powered segmentation tool that can be used both for instance and semantic segmentation. It is available from the start of every …

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Attribute Prediction

Attribute Prediction dashboard Widgets GPU Consumption Running time Inference time Hamming Score VS Number of Iterations Loss VS Number of Iterations …

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Attribute Prediction

Sample inference script for torchscript exported image-tagger. The following sample code should be run from the export directory: import torch import …

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Attributor

Attributors are used in combination with other models such as object detectors , semantic and instance segmentors . They add a layer of meta-data to …

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Automated labelling

Automated labelling is a way for you to batch-process images in your project. Essentially, you take a model used in your project (Object Detection …

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Average Loss

Average loss is the average of various losses that is arise in a model. Average loss varies from model to model since different types of loss arise …

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Base Learning Rate

The learning rate defines how large the steps of your optimizer are on your loss landscape. The base learning rate defines at which learning rate …

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Basics

On the first setup screen, you can set the name of a project and add a project description. When you are done editing any fields on this page, don't …

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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.