All content for data scientists and ML engineers

Development User documentation

Data Split

Page the user sees when they enter Model Playground This page essentially gives an overview of the various splits already tried when a user enters …

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 …

Deploy User documentation

Deploy

Deploy dashboard The Deploy option in the Deploy & export page allows you to choose a model from the available experiments to choose as the …

Development User documentation

DEXTR

DEXTR is an AI-powered tool that is available to you from the start. It works by you placing four markers (or more) - one on the most northern edge …

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 …

Development User documentation

Exporting data

You can export your data out of Hasty by clicking on the three dots for the project you want to export from: This will open the "Export" modal. Here, …

Deploy Development MP Wiki

Faster R-CNN

Faster R-CNN is an architecture for object detection achieving great results on most benchmark data sets. It builds directly on the work on the R-CNN …

Development Deploy MP Wiki

FBNetV3

FBNetV3 makes up a family of state-of-art compact neural networks that is generated through Network Architecture Recipe Search, NARS. NARS is an …

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