Fine-Grained Texture Identification for Reliable Product Traceability

no code implementations • 23 Apr 2021 • Junsong Wang, Yubo Li, Zhiyong Chang, Haitao Yue, Yonghua Lin

Texture exists in lots of the products, such as wood, beef and compression tea.

Design Flow of Accelerating Hybrid Extremely Low Bit-width Neural Network in Embedded FPGA

no code implementations • 31 Jul 2018 • Junsong Wang, Qiuwen Lou, Xiaofan Zhang, Chao Zhu, Yonghua Lin, Deming Chen

To create such accelerators, we propose a design flow for accelerating the extremely low bit-width neural network (ELB-NN) in embedded FPGAs with hybrid quantization schemes.

Edge-computing Quantization