ZhangGe6
Work at Alibaba, focusing on inference engine now.
Shanghai Jiao Tong UniversityShanghai, China
Pinned Repositories
GestureDet
A gesture recognition module trained from scratch using Pytorch, deployed with ncnn and TensorRT.
heuristic-algorithms-for-solving-knapsack-and-uniform-graph-partitioning-problem
Simulated Annealing and Tanbu algorithm, to solve knapsack and uniform graph partitioning problems, respectively.
how-to-optimize-playground
High-performance computing (HPC) demos since I was a freshmen.
ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
netron-hierarchy
View DL models in a hierarchical fashion.
onnx
Open standard for machine learning interoperability
onnx-modifier
A tool to modify ONNX models in a visualization fashion, based on Netron and Flask.
progressBarAdder
A simple tool to add progress bar for .gif file.
sports_counting_by_pose_estimation
An android demo for real-time single person sports counting. It is based on MoveNet and deployed with ncnn.
ZhangGe6.github.io
ZhangGe6's Repositories
ZhangGe6/onnx-modifier
A tool to modify ONNX models in a visualization fashion, based on Netron and Flask.
ZhangGe6/sports_counting_by_pose_estimation
An android demo for real-time single person sports counting. It is based on MoveNet and deployed with ncnn.
ZhangGe6/GestureDet
A gesture recognition module trained from scratch using Pytorch, deployed with ncnn and TensorRT.
ZhangGe6/netron-hierarchy
View DL models in a hierarchical fashion.
ZhangGe6/how-to-optimize-playground
High-performance computing (HPC) demos since I was a freshmen.
ZhangGe6/ZhangGe6.github.io
ZhangGe6/heuristic-algorithms-for-solving-knapsack-and-uniform-graph-partitioning-problem
Simulated Annealing and Tanbu algorithm, to solve knapsack and uniform graph partitioning problems, respectively.
ZhangGe6/progressBarAdder
A simple tool to add progress bar for .gif file.
ZhangGe6/ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
ZhangGe6/onnx
Open standard for machine learning interoperability
ZhangGe6/training-mixed-precision-quantized-networks
This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contraints of the target device.
ZhangGe6/TensorRT-LLM
TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.
ZhangGe6/tutorials
Tutorials for creating and using ONNX models