Name: Regina analytics
Type: User
Company: Regina Analytics
Bio: Data Science: Machine Learning (ML) | Artificial Intelligence (AI) | Deep Learning (DL) | using Tensorflow 2.0
Location: Greenoaks Office Park, Unit 4, Block C Ground Floor,Cnr Gregory & Bekker Road Midrand Johannesburg, South Africa
Blog: www.reginaanalytics.co.za
Regina analytics's Projects
Applied Deep Learning Course
The Approximate Library is a WiFi Arduino library for building proximate interactions between your Internet of Things and the ESP8266 or ESP32
Scketches which are used in my YouTube video
This are codes for any classification problem, using tensorflow
Personal social distancing detector using Python, a Tensorflow model and OpenCV
Covid_19 Confirmed Cases in South_Africa Time Series from 01/03/2020
Learn deep learning with tensorflow2.0, keras and python through this comprehensive deep learning tutorial series. Learn deep learning from scratch. Deep learning series for beginners. Tensorflow tutorials, tensorflow 2.0 tutorial. deep learning tutorial python.
Nvidia Deepstream YOLO Python App
This is a sample application for counting people entering/leaving in a building using NVIDIA Deepstream SDK, Transfer Learning Toolkit (TLT), and pre-trained models. This application can be used to build real-time occupancy analytics applications for smart buildings, hospitals, retail, etc. The application is based on deepstream-test5 sample application.
Detect objects in drone videos and plot them on a map
An ESP32 based presence detection node for use with the Home Assistant mqtt_room component for localized device presence detection.
An easy experiment which uses the ESP8266 wifi module to look for near smartphones around you
TensorFlow examples
This program show you IMSI numbers of cellphones around you.
Develop a device using Raspberry Pi with Intel Movidius Neural Compute Stick to perform deep learning inference on gender and age prediction, at the same time perform network peformance monitoring by acquiring metrics like ping, downlaod speed, upload speed, RSSI
ISC2-CC-Study-Material
MobileNetV1-SSD + SORT based Real-Time Tracking and Counting on Jetson Nano
Jetson Nano-based smart camera system that measures crowd face mask usage in real-time.
A smart jamming proof of concept for mobile equipments that could be powered with Modmobmap tool
Map 2G/3G/4G and more cellular networks in real live with a simple smart phone, pretty much like osmocomBB monitoring feature.
Config files for my GitHub profile.
A global, public domain map dataset available at three scales and featuring tightly integrated vector and raster data.
Object detection on Jetson Nano, Raspberry Pi and Laptop
People Counting in Real-Time with an IP camera.
Potato Disease Classification - Training, Rest APIs, and Frontend to test.
Spatial data in R: using R as a GIS