Richard Yang's repositories
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15个章节,近20万字。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scutjy2015@163.com 版权所有,违权必究 Tan 2018.06
pytorch-pruning
PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference
Reid_reserach
Reid_Algorithm optimization
-offer-
剑指offer---c++实现
channel-pruning
Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
DaSiamRPN
Distractor-aware Siamese Networks for Visual Object Tracking (ECCV2018)
DensePose
A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body
long-term-tracking-benchmark
[ECCV'18] Long-term Tracking in the Wild: A Benchmark
machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
mlcourse.ai
Open Machine Learning course mlcourse.ai, both in English and Russian
Open-SCPNet
Code re-implement for SCPNet
pysot
SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.
reid-strong-baseline
Bag of Tricks and A Strong Baseline for Deep Person Re-identification
Spatial-Temporal-Re-identification
Spatial-Temporal Re-identification
sphereface
Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.
ssd_keras
A Keras port of Single Shot MultiBox Detector
StereoCalib
实现摄像头的标定,双目摄像头的立体矫正、获取深度图和点云坐标,估计三维重建后的体积
YOLOv3-model-pruning
对 YOLOv3 做模型剪枝(network slimming),对于 oxford hand 数据集(因项目需要),模型剪枝后的参数量减少 80%,Infer 的速度达到原来 2 倍,mAP 基本不变
yolov3-network-slimming
yolov3 network slimming剪枝的一种实现