Workflow

We propose the following workflow to create Deep Learning inspection tools. Deep Learning Studio implements this workflow through the creation of a project and its tabs. The API is also designed to support this workflow.

Choose your tool

Which tool should I use for my application?

Choose Your Tool

Dataset

Manage the dataset and annotate your images.

Managing the Dataset and the Annotations

Dataset split

Split your dataset in 3 parts for robust evaluation of performances.

Managing the Dataset Splits

Data augmentation

Select and configure data augmentation settings for your data.

Using Data Augmentation

Training

Training a Deep Learning tool.

Training a Deep Learning Tool

Inference

Using a Deep Learning tool and making prediction on new images.

Using a Deep Learning Tool

Benchmark

Benchmark the speed of your trained tools and optimize the execution settings to maximize inference speed.

Benchmarking a Deep Learning Tool