Augmented Startups Courses

AI Drone Tutorials

5 ratings

Build an AI-controlled drone using computer vision for gesture control, follow-me flight, precision landing, and drone delivery.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

OpenCV Python Tutorials

3 ratings

Beginner OpenCV tutorials in Python cover basic image handling, drawing, color spaces, and webcam video.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Arduino PCB Design Course for Beginners - 2021

2 ratings

Design a custom Arduino Nano PCB in Altium Designer, from component libraries and schematics through routing, design checks, and manufacturing files.

• YouTube
• 3 hours 7 minutes
• Self-Paced
• Free Video

Fun and Easy Microcontroller Communication Protocols

2 ratings

A fast, approachable tour of I2C, SPI, UART, Modbus RTU, CAN bus, USB, Ethernet, and PCIe protocols for microcontrollers.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

TensorFlow Computer Vision Tutorials - OpenCV Python

Short tutorials build real-time computer vision apps for face detection, pose estimation, hand tracking, facial landmarks, and object detection.

• YouTube
• 2 hours 30 minutes
• Self-Paced
• Free Video

Machine Learning Fun and Easy

A beginner-friendly survey of popular machine learning algorithms, dimensionality reduction, clustering, and neural networks.

• YouTube
• 2 hours 30 minutes
• Self-Paced
• Free Video

YOLOR Object Detection Tutorials - You Only Learn One Representation

Hands-on YOLOR tutorials for running object detection on GPUs and CPUs, building OpenCV applications, and combining DeepSORT for multi-object tracking.

• YouTube
• 3 hours 30 minutes
• Self-Paced
• Free Video

YOLOX Object Detection

Learn YOLOX object detection in Colab, including speed, accuracy, non-max suppression, evaluation metrics, and dashboards.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Fall Detection App - Official YOLOv7 Pose Estimation

Build a YOLOv7 pose-estimation app that detects when a person falls using bounding-box dimensions and skeleton keypoints.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Train YOLOv7 Object Detection on Custom Dataset in Google Colab

Train a custom YOLOv7 object detector in Google Colab, evaluate its performance, and run inference on images, video, and a webcam.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Learn OpenCV in Python - Computer Vision Projects

Learn OpenCV with Python by building six computer vision applications, including face detection, image classification, object detection, tracking, perspective warping, and optical flow.

• YouTube
• 5 hours 5 minutes
• Self-Paced
• Free Video

Python Weeds Detection Using YOLOR - OpenCV | 2021

Build a real-time weed detector with YOLOR and OpenCV Python, calculating bounding-box centers to target plants for precision spraying.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Creating a Bernie Sanders Detector Using YOLOv4 - OpenCV Python - Computer Vision

Build a Bernie Sanders detector with YOLOv4 and YOLOv5, then run it on images, webcams, web apps, and Android smartphones.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

How to Build a Raspberry Pi Pan Tilt Tracking - OpenCV AI Kit Tutorial - 2021

Build a Raspberry Pi pan-tilt camera that uses real-time object detection to keep a tracked object centered, with OpenCV AI Kit and servo motors.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

How to Install Detectron2 for Computer Vision with OpenCV Python - Part 2

A hands-on setup guide for installing Detectron2 with Anaconda, CUDA, PyTorch, Cython, Pycocotools, OpenCV, and Google Colab.

• YouTube
• 32 minutes
• Self-Paced
• Free Video