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Fast Person Detection Using YOLOX With AI Accelerator For Train Station Safety
Mas Nurul Achmadiah, Novendra Setyawan, Achmad Arif Bryantono +2
Recently, Image processing has advanced Faster and applied in many fields, including health, industry, and transportation. In the transportation sector, object detection is widely…
FaceLiVT: Face Recognition using Linear Vision Transformer with Structural Reparameterization For Mobile Device
Novendra Setyawan, Chi-Chia Sun, Mao-Hsiu Hsu +2
This paper introduces FaceLiVT, a lightweight yet powerful face recognition model that integrates a hybrid Convolution Neural Network (CNN)-Transformer architecture with an innovat…
Fast-COS: A Fast One-Stage Object Detector Based on Reparameterized Attention Vision Transformer for Autonomous Driving
Novendra Setyawan, Ghufron Wahyu Kurniawan, Chi-Chia Sun +2
The perception system is a a critical role of an autonomous driving system for ensuring safety. The driving scene perception system fundamentally represents an object detection tas…
MicroViT: A Vision Transformer with Low Complexity Self Attention for Edge Device
Novendra Setyawan, Chi-Chia Sun, Mao-Hsiu Hsu +2
The Vision Transformer (ViT) has demonstrated state-of-the-art performance in various computer vision tasks, but its high computational demands make it impractical for edge devices…