Essays about: "Detektionstransformator"

Found 1 essay containing the word Detektionstransformator.

  1. 1. Incorporating Sparse Attention Mechanism into Transformer for Object Detection in Images

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Cuong Duc Dao; [2022]
    Keywords : Detection Transformer; Sparse Attentions; Sparsity; Attention Mechanism; Learnable sparsity; Object Detection; Detektionstransformator; gles attention; gleshet; träningsbar gleshet; objektdetektion;

    Abstract : DEtection TRansformer, DETR, introduces an innovative design for object detection based on softmax attention. However, the softmax operation produces dense attention patterns, i.e., all entries in the attention matrix receive a non-zero weight, regardless of their relevance for detection. READ MORE