portfolioUser's headshot

Computer-vision

A field of artificial intelligence that trains computers to interpret and understand the visual world from digital images or videos.

Voronoi Data Augmentation
Voronoi Data Augmentation

VoronoiPatches improves CNN robustness via non-linear recombination augmentation.

Audio Vision Transformer
Audio Vision Transformer

Vision Transformer on spectrograms for audio classification, with data augmentation.

Sound Anomaly Transfer
Sound Anomaly Transfer

Image nets detect acoustic anomalies in machinery via spectrograms.

Surgical-Mask Detection
Surgical-Mask Detection

CNN mask detection in speech using augmented spectrograms.

3D Primitive Segmentation
3D Primitive Segmentation

Hybrid method segments/fits primitives in large 3D point clouds.