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.

All

Deploy Development Project Manager ML Engineer Software Engineer

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 Project Manager ML Engineer Software Engineer

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 ML Engineer Project Manager Annotator Admin

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 Project Manager ML Engineer Software Engineer

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 Project Manager ML Engineer Annotator Admin

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 Project Manager ML Engineer Software Engineer

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 Project Manager ML Engineer Software Engineer

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 …

Development Deploy Project Manager ML Engineer Software Engineer

Focal loss

We have already discussed Cross-Entropy Loss and Binary Cross-Entropy Loss for the classification problem. Focal loss is an extension of these losses …

Development Deploy Software Engineer ML Engineer Project Manager

FPN

This semantic segmentation model also makes use of the encoder-decoder modules. A regular convolutional neural network with a fully connected layer …

Deploy Development Project Manager ML Engineer Software Engineer

Gaussian Noise

This data augmentation tool adds gaussian noise to the training images such the testing becomes robust against these noises. Gaussian noise is a …

Development ML Engineer Project Manager Software Engineer

General best practices

This wiki dives deep into the world of visionAI and it's easy to get lost in the woods. This is why we want to share two lessons we learned working …

Development Project Manager ML Engineer Software Engineer

General Information

While employing machine learning algorithm, there is a need to split the data such that the model is trained and on the basis of that model, we …

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.