All content for project and product managers

Development Video

Creating a project in Hasty.ai to automatically label your images for your visionAI application

In this part of the series, we show you how to set up a project in Hasty, so that you can automatically label images for object detection, instance …

Development User documentation

Creating a pro workspace

To create a new workspace, click the "Create new pro workspace" at the top of the projects view. This will take you to a modal where you can first …

Development User documentation

Credits and pricing FAQ

Hasty uses credit-based pricing. This can be confusing to some users, leading to the question... What is a credit? Credits are our own in-tool …

Development Deploy MP Wiki

Cross-Entropy Loss

Cross-entropy loss is a widely used alternative for the squared error. It is used when node activations can be understood as representing the …

Development Deploy MP Wiki

CyclicLR

Learning rate is the most important hyperparameter in training deep neural networks. CyclicLR eliminates the need to tune the learning rate. The …

Development Deploy MP Wiki

Dampening (SGD)

Do you also have this one very reasonable friend who always slows you down when you have a crazy idea, like opening a bar, for example? Dampening is …

Development Deploy MP Wiki

DeepLabv3+

DeepLabv3+ is a semantic segmentation architecture that builds on DeepLabv3 by adding a simple yet effective decoder module to enhance segmentation …

Development Deploy MP Wiki

Efficient Net

Efficient nets are the family of neural networks with the baseline model constructed with Neural Architecture Search . Neural Architecture Search is …

Deploy Development MP Wiki

Epoch

The number of epochs is a hyperparameter that defines the number of times that the learning algorithm will work through the entire training dataset. …

Development Deploy MP Wiki

Epsilon Cooefficient

We shall make use of Adam optimization to briefly explain the epsilon coefficient. For the Adam optimizer, we know that the first and second moments …

Development User documentation

Error Finder

For Error Finder to produce useful results, you should first have a mature AI model helping you with annotation automation. If the AI assistant of …

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 …

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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.