Tag: #트랜스포머
Kubernetes, DevOps and MLOps, written from things we ran and measured ourselves · 2 posts
DETR: Detection as Set Prediction with Hungarian Matching and Anchor-Free Detection
We examine DETR (2020), which redefines detection as "predicting a set of boxes at once" by removing human-designed components like anchors and NMS. One hundred query slots each output a box, and during training, they ar
2026-10-17 · 12 min read #비전 모델#DETR#트랜스포머#헝가리안 알고리즘#집합 예측Vision Transformer: Reading an Image Like a Sentence of 16×16 Patches, and Why It Needs So Much Data
We examine the principles of ViT (2021), which reads images using the Transformer originally designed for reading sentences. It cuts an image into 16×16 patches, lays them out like words, and uses self-attention to exami
2026-10-17 · 13 min read #비전 모델#ViT#트랜스포머#셀프 어텐션#위치 임베딩