Sökning: "Detektionstransformator"

Hittade 1 uppsats innehållade ordet Detektionstransformator.

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

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

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

    Sammanfattning : 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. LÄS MER