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benchmark_results

Visual Tracking Paper List

composing-programs-zh

🦊 CS61A 教材 Composing Programs 的中文翻译

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

extended-24-point

face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

how_to_optimize_in_gpu

This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several basic kernel optimizations, including: elementwise, reduce, sgemv, sgemm, etc. The performance of these kernels is basically at or near the theoretical limit.

llama.cpp

LLM inference in C/C++

my_cuda_reduce

real-time-facial-expression-recognition-with-deeplearning

A real-time facial expression recognition system with webcam streaming and CNN

roi

siammask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach