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2.5 A 16nm 5.7TOPS CNN Processor Supporting Bi-Directional FPN for Small-Object Detection on High-Resolution Videos

Yu-Chun Ding,Chia-Yu Chang,Chun-Yeh Lin, Hui-Yun Tsai, Hao-Jiun Tu, Kai-Feng Chang, Yu-Ching Su, Tsung-Han Hsieh, Yu-Kuan Jian,Wen-Ching Chen,Nian-Shyang Chang,Chun-Pin Lin,Chi-Shi Chen,Chao-Tsung Huang

IEEE International Solid-State Circuits Conference(2025)

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Key words
Small Object Detection,Power Consumption,Object Detection,Receptive Field,Autonomous Vehicles,Small Objects,Precise Detection,Global Average Pooling,Mean Average Precision,COCO Dataset,High Level Of Safety,External Memory,Area Overhead,Fusion Layer,Depthwise Convolution,Low-resolution Input,Intricate Connections,Kernel Shape,Offset Position
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