An Ultra-low Power TinyML System for Real-time Visual Processing at Edge

1 code implementation • 11 Jul 2022 • Kunran Xu, Huawei Zhang, Yishi Li, Yuhao Zhang, Rui Lai, Yi Liu

Tiny machine learning (TinyML), executing AI workloads on resource and power strictly restricted systems, is an important and challenging topic.

object-detection Object Detection

Fixed Pattern Noise Reduction for Infrared Images Based on Cascade Residual Attention CNN

no code implementations • 22 Oct 2019 • Juntao Guan, Rui Lai, Ai Xiong, Zesheng Liu, Lin Gu

Existing fixed pattern noise reduction (FPNR) methods are easily affected by the motion state of the scene and working condition of the image sensor, which leads to over smooth effects, ghosting artifacts as well as slow convergence rate.