Charith Madhuranga's Projects
Chopper Charlie is a near real-time image analysis platform for images taken by a drone camera. The user will be able to modify the platform according to their needs for this platform. The main uses for this platform will be the recognition and counting of cars, as well as in agricultural terms,
Code for Command-Line Rust (O'Reilly, 2022, ISBN 9781098109417) https://learning.oreilly.com/library/view/command-line-rust/9781098109424/
Cookiecutter template for Home Assistant custom component
The Crop Management System is a machine learning-based project designed to provide predictions and recommendations for farmers.
Crop Yield Prediction with Deep Learning
πOpen Source Curriculum for CNCF Certification Courses
Training a custom object detection (DetectNet_v2) model on our own dataset using Nvidia Transfer Learning Toolkit (TLT-kit) and AWS GPU instance and inferencing it on Jetson nano device using Deepstream.
Extensible Dart interpreter for Dart with full interop
a hands-on introduction to Dart using annotated example programs, inspired by Go By Example and Haskell By Example
π A self-hostable personal dashboard built for you. Includes status-checking, widgets, themes, icon packs, a UI editor and tons more!
yolov5, yolov8, segmenations, face, pose, keypoints on deepstream
Modified NVIDIA's deepstream-test1 sample for camera input
NVIDIA Jetson amd Deepstream Python Examples
NVIDIA Jetson amd Deepstream Python Examples
Nvidia Deepstream YOLO Python App
Example of docker build/run of deepstream and nvdsanalytics, suitable for use on Jetson targets or dGPU
people flow analysis + MQTT for jetson nano
NVIDIA Deepstream 6.1 Python boilerplate
Sample application running in docker-compose to execute deepstream and read, publish messages from/to mqtt
A shared library of on-demand DeepStream Pipeline Services for Python and C/C++
Jetson Nano-based smart camera system that measures crowd face mask usage in real-time.
Use Deepstream python API to extract the model output tensor and customize the post-processing of YOLO-Pose
Owner: Device WG
Owner: Device WG
Owner: Device WG
π€ Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.
Eclipse Dittoβ’: Digital Twin framework - Examples
Django 4 by example, published by Packt
Dockerized Django with Postgres, Gunicorn, and Traefik (with auto renew Let's Encrypt)
Django 4, React, Bootstrap 5 with Python 3 and webpack project boilerplate