Q-YOLO: Efficient Inference for Real-time Object Detection

no code implementations • 1 Jul 2023 • Mingze Wang, Huixin Sun, Jun Shi, Xuhui Liu, Baochang Zhang, Xianbin Cao

Real-time object detection plays a vital role in various computer vision applications.

Object object-detection +2

Confidence-driven Bounding Box Localization for Small Object Detection

no code implementations • 3 Mar 2023 • Huixin Sun, Baochang Zhang, Yanjing Li, Xianbin Cao

C-BBL quantizes continuous labels into grids and formulates two-hot ground truth labels.

Object object-detection +3

MAFormer: A Transformer Network with Multi-scale Attention Fusion for Visual Recognition

no code implementations • 31 Aug 2022 • Yunhao Wang, Huixin Sun, Xiaodi Wang, Bin Zhang, Chao Li, Ying Xin, Baochang Zhang, Errui Ding, Shumin Han

We develop a simple but effective module to explore the full potential of transformers for visual representation by learning fine-grained and coarse-grained features at a token level and dynamically fusing them.

Instance Segmentation object-detection +2