Identification of each animal in a collective becomes possible even when individuals are never all visible simultaneously, enabling faster and more accurate analysis of collective behavior.

We provide a demo script to test a single image, using the full image as input bounding box. If you use a heatmap-based model and set argument --draw-heatmap, the predicted heatmap will be visualized ...

LiteParse pairs fast text parsing with a two-stage agent pattern, falling back to multimodal models when tables or charts ...

Abstract: Logos are considered crucial for brands and businesses, and the development of logo recognition processes and brand identification processes is of particular interest, with the aim of ...