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ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2020

build-tools

necessary build tools for the archiconda distribution

caffe

Caffe: a fast open framework for deep learning.

darknet

YOLOv4v / Scaled-YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deep-learning-tensorflow2

基于Tensorflow2的深度学习开源书籍

face_recognition_with_jetson_tx2

Tensorflow implementation of Face Verification and Recognition using th on-board camera of TX2

gesture-classification-in-real-time

Gesture classification in real time using a CNN, dedicated for Antmicro's TX2/TX2i Deep Learning Kit.

intelligentedgehol

The IntelligentEdgeHOL walks through the process of deploying an IoT Edge module to an Nvidia Jetson Nano device to allow for detection of objects in YouTube videos, RTSP streams, or an attached web cam

jetracer

An autonomous AI racecar using NVIDIA Jetson Nano

jetson-inference

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

keras-mobile-detectnet

Fast Object Detector for the Jetson Nano

keras_onnx_tx2

Deploy trained yolo3 on TX2 for multi-stream video processing

learngit

mynt-eye-okvis-sample

Forked from OKVIS: https://github.com/ethz-asl/okvis

mynt-eye-orb-slam2-sample

Forked from ORB-SLAM2: https://github.com/raulmur/ORB_SLAM2

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

onnx-tensorrt

ONNX-TensorRT: TensorRT backend for ONNX

orb_slam2

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

orb_slam3

ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM

pelee-ssd-tx2

在TX2上使用TensorRT5部署Pelee-SSD, 约每秒70帧

ppg-synthesis

PPGSynth: An innovative toolbox for synthesizing regular and irregular photoplethysmography waveforms

python-100-days

Python - 100天从新手到大师

ros

机器人操作系统ROS 语音识别 语义理解 视觉控制 gazebo仿真 雷达建图导航

ros_basic_tutorials

ROS基础精讲系列视频课程

tengine

Tengine is a lite, high performance, modular inference engine for embedded device

tensorflow-yolov3

🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"

tensorrt

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

tensorrt-yolov4

based on CaoWGG/TensorRT-YOLOv4, this branch made few changes to support tensorrt-7.1.0, cuda-10.2 and cudnn-8.0, which runs on a tx2 board with jetpack4.4dp installed.

tensorrt_demos

TensorRT YOLOv4, YOLOv3, SSD, MTCNN, and GoogLeNet

tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API