cmdnz

maskcam

Jetson Nano-based smart camera system that measures crowd face mask usage in real-time.

mediamtx

Ready-to-use SRT / WebRTC / RTSP / RTMP / LL-HLS media server and media proxy that allows to read, publish, proxy, record and playback video and audio streams.

gstreamer-python

DeepEye

NVIDIA DeepStream based Video Analytics

deepstream-python-rtsp-video-h264-gstreamer

deepstream python play rtsp h264

GStreamer-Python

Fetch RTSP Stream using GStreamer in Python and get image in Numpy

road-traffic-analytics

Road Traffic Analytics - application that analyze vehicle traffic situation using NVIDIA DeepStream SDK

TrafficMonitoring

TensorRT_classifier_efficientNet

Real Time TensorRT based object classification using EfficientNet CNN

notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

keplergl_cli

One-line geospatial data visualization using Kepler.gl

som-tsp

Solving the Traveling Salesman Problem using Self-Organizing Maps

graphhopper

Open source routing engine for OpenStreetMap. Use it as Java library or standalone web server.

geemap-streamlit

geemap with streamlit

machine-learning-books

this is a fork of collection of books for machine learning.

jetson_nano_detection_and_tracking

Jetson Nano ML install scripts, automated optimization of robotics detection models, and filter-based tracking of detections

basic-computer-games

An updated version of the classic "Basic Computer Games" book, with well-written examples in a variety of common MEMORY SAFE, SCRIPTING programming languages. See https://coding-horror.github.io/basic-computer-games/

New-PySide6-ui-design

jetson_nano_k3s_cluster_gpu

Jetson Nano K3S Kubernetes Cluster with GPU Support on JetPack 4.5 / L4T 3.5.0

eye_of_sauron

Stream processing using kafka-python to track people (user input images of target) in the wild over multiple video streams.

MobileNet-Caffe

Caffe Implementation of Google's MobileNets (v1 and v2)

gst-inference

A GStreamer Deep Learning Inference Framework

gsnet

Official code of ECCV 2020 paper "GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision". GSNet performs joint vehicle pose estimation and vehicle shape reconstruction with single RGB image as input.

ast

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

psla

Code for the TASLP paper "PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation".

Pedestrian-Detection-using-Darkflow

CityPersons

bounding box annotations, python evaluation code, and a benchmark for CityPersons

mobilenet_ssd_pedestrian_detection

Mobilenet SSD based pedestrian detection

Deep-SORT-YOLOv4

People detection and optional tracking with Tensorflow backend.

Multi-Camera-Live-Object-Tracking

Multi-camera live traffic and object counting with YOLO v4, Deep SORT, and Flask.