Skip to content
Course content
- Introduction
- Hardwares
- Python Basics (Optional)
- OpenCV (Optional)
- Machine Learning
- Real Time Object Detection (Arduino Board)
- Arduino Basics (Optional)
- Project 1: Controlling Arduino with Python
- Jetson Nano Board Set Up
- OpenCV and Python Installation on Jetson Nano
- Installation of Camera
- L298N
- Project 2: School Crossing Sign (for Autonomous Vehicles)
- Other Courses
Course content
- Introduction
- Camera in ADAS & Autonomous Driving Application
- Camera Image Formation and Calibration
- Image classfication, Localization, segmentation and Object detection
- Concept of Multi Object Tracking for camera images
- Wrap up
Course content
- Introduction
- Deep learning environment setup
- Deep learning dataset preparation using ArcGIS Pro
- Open source solution for data preparation (geotile)
- Image classification
- Deep learning object detection
- Image segmentation (Binary class)
- Image segmentation (Multi-class)
- Landslide detection
- Time Series Analysis with LSTM
- Flood mapping
- End to End Deep Learning and Google Earth Engine
