Learning to Create 3d Rendered Synthetic Datasets

Being able to generate training datasets for advanced AI has obvious value. Manual annotation is tedious and expensive. It's also sometimes impossible.

Adam KellyJune 21, 2020blender, rendering, synthetic datasets, artificial intelligenceComment

3D Scanned Objects in Synthetic Image Datasets

New idea I’m working on: Create synthetic image datasets with 3d scanned objects.

ProjectAdam KellyAugust 13, 2019meshroom, synthetic datasets, photogrammetry

Training an AI to Recognize Cigarette Butts

ProjectAdam KellyJune 5, 2018cigarette butts, synthetic image datasets, image datasets, synthetic datasetsComment

Synthetic Datasets for Training AI

Making the case for synthetic datasets, some examples, and my current experiments

Adam KellyMay 13, 2018artificial intelligence, synthetic datasetsComment