Search Results for "decoder"

...Unlike traditional computer vision techniques, DETR approaches object detection as a direct set prediction problem. It consists of a set-based global loss, which forces unique predictions via bipartite matching, and a Transformer encoder-decoder architecture. Given a fixed small set of learned object queries, DETR reasons about the relations of the objects and the global image context to directly output the final set of predictions in parallel. Due to this parallel nature, DETR is very fast and efficient.

imagen is a simple, object-oriented imaging library designed for easy encoding/decoding of images.It provides semi-advanced reading and writing capabilities for common image file formats for use in virtually any software application.