Facebook is opening-sourcing its AI image recognition software, which can detect and label objects in photos, and its related research papers.

“If you’re looking at a visual representation of audio – like a spectrogram – you could treat it as an image and apply image classification techniques on it,” Madhusudhana said.

Although the principle is rooted in image-classification techniques that are decades old, advances in computer hardware and software have prompted an explosion in the field over the last few years.

When something does zero-shot image classification, that means it’s able to make judgments about the contents of an image without the user needing to train the system beforehand on what to look ...

Image band combinations, PCA, change detection, and image classification techniques, together with many indices such as NDVI, NDSI, NDWI and NDBI were applied, together with statistical analysis, to ...

This work establishes a simple framework for improving the estimation of basal water content in surge glaciers with a data-driven and model-based approach by combining image classification techniques ...