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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.

hyperlpr

基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.

hyperlpr-train

Script to train Hyperlpr(https://github.com/zeusees/HyperLPR)

icrawler

A multi-thread crawler framework with many builtin image crawlers provided.

ilcc

Intensity-based_Lidar_Camera_Calibration

immortaltracker-for-ctrl

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

insightface

Face Recognition Project on MXNet

interview_notes-chinese

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记

iree

A retargetable MLIR-based machine learning compiler and runtime toolkit.

jetson-inference

Guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

jetson_stats

📊 Simple package for monitoring and control your NVIDIA Jetson [Xavier NX, Nano, AGX Xavier, TX1, TX2]

jieba

结巴中文分词

jieba_fast

Use C Api and Swig to Speed up jieba 高效的中文分词库

jpda

Code for discriminative joint probability MMD (DJP-MMD)

jpdaf_tracking

A tracker based on joint probabilistic data association filtering.

jrmot_ros

Source code for JRMOT: A Real-Time 3D Multi-Object Tracker and a New Large-Scale Dataset

keras_to_tensorflow

General code to convert a trained keras model into an inference tensorflow model

kinematic3d

lab

[CVPR 2018] Look at Boundary: A Boundary-Aware Face Alignment Algorithm

labelbox

The most versatile data labeling platform for training expert AI.

leetcode

The optimum C++ solutions for the leetcode

leetcode-1

Python & JAVA Solutions for Leetcode

leve4

add perception camera and lidar funtion based on apollo release 6.0

lidar_ai_solution

A project demonstrating Lidar related AI solutions, including three GPU accelerated Lidar/camera DL networks (PointPillars, CenterPoint, BEVFusion) and the related libs (cuPCL, 3D SparseConvolution, YUV2RGB, cuOSD,).

lightctr

Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction Based Machine Learning, Deep Learning and Philosophy of Parameter Server.

lihang

Statistical learning methods, 统计学习方法 [李航] 值得反复读. [笔记, 代码, notebook, 参考文献, Errata]

livox_camera_lidar_calibration

Calibrate the extrinsic parameters between Livox LiDAR and camera

lkcompiler

small a compiler

lstm-sentiment-analysis

Sentiment Analysis with LSTMs in Tensorflow