Create a Bounding Box from a Segmentation Mask in Python

Deep Learning, SyntheticsAdam KellyApril 2, 2023Synthetic Datasets, AIComment

Blender for AI Developers

A free tutorial series that will teach you the Blender 3D fundamentals you’ll need if you want an incredible career in the Artificial Intelligence space creating 3D rendered synthetic datasets!

3D, Blender, Deep Learning, SyntheticsAdam KellyNovember 25, 2020Synthetic Datasets, synthetic image datasets, blender, Artificial IntelligenceComment

Synthetic Datasets with Blender

Blender is a powerful tool for training AI, check out this video series to learn why

3D, Blender, Deep LearningAdam KellyNovember 25, 2020blender, Synthetic Datasets, Artificial IntelligenceComment

Train YOLACT with a Custom COCO Dataset

Learn to train YOLACT with a custom COCO dataset on Windows

Create COCO Annotations From Scratch

This tutorial will teach you how to create a simple COCO-like dataset from scratch. It gives example code and example JSON annotations.

Deep LearningAdam KellyJanuary 10, 2019AI, Synthetic Datasets, COCO Dataset

Using Mask R-CNN with a Custom COCO-like Dataset

A tutorial about how to use Mask R-CNN and train it on a free dataset of cigarette butt images.

Composing Images with Python for Synthetic Datasets

Learn how to compose images with Python for synthetic datasets. Full code on GitHub.

Deep LearningAdam KellyJune 11, 2018python, Synthetic DatasetsComment

Cutting Out Image Foregrounds with GIMP

Learn how to cut out image foregrounds with GIMP to use in synthetic image datasets.

Deep LearningAdam KellyJune 10, 2018GIMP, Synthetic DatasetsComment

Tutorials