Augmented Startups Courses

Fall Detection App - Official YOLOv7 Pose Estimation

Learn to create a fall detection app using YOLOv7 pose estimation, covering UI design, push-up counting logic, and implementation on both CPU and GPU. Explore real-world applications of computer vision in healthcare.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Train YOLOv7 Object Detection on Custom Dataset in Google Colab

Step-by-step guide to train and deploy YOLOv7 object detection on custom datasets using Google Colab's free GPU. Covers model evaluation and inference on images, videos, and webcam.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Learn OpenCV in Python - Computer Vision Projects

Comprehensive Python-based OpenCV tutorial covering fundamentals to advanced applications, including face detection, object tracking, and image classification. Ideal for aspiring computer vision professionals.

• YouTube
• 5 hours 5 minutes
• On-Demand
• Free Video

Python Weeds Detection Using YOLOR - OpenCV | 2021

Learn to build a real-time weed detection model using YOLOR and OpenCV in Python. Extract weed coordinates and implement computer vision techniques for agricultural applications.

• YouTube
• 24 minutes
• On-Demand
• Free Video

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

Learn to create a Bernie Sanders detector using YOLOv4/v5, OpenCV, and Roboflow. Build datasets, train models, and implement real-time detection on various platforms.

• YouTube
• 26 minutes
• On-Demand
• Free Video

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

Build a Raspberry Pi pan-tilt tracking camera using OpenCV AI Kit. Learn hardware setup, coding, and dataset creation with Roboflow for real-time object detection and camera movement at 30 FPS.

• YouTube
• 32 minutes
• On-Demand
• Free Video

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

Step-by-step guide to installing Detectron2 for computer vision projects using OpenCV and Python, covering essential requirements, software setup, and testing procedures.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Machine Learning Course for Beginners - Theory

Comprehensive introduction to machine learning theory, covering algorithms, neural networks, and computer vision topics through engaging whiteboard animations designed for beginners.

• YouTube
• 3 hours 20 minutes
• On-Demand
• Free Video

Mask Detection OpenCV AI Kit with Raspberry Pi and Stepper Motor Access Control - App 3

Build a real-time mask detection access control system using Raspberry Pi, OpenCV AI Kit, and a stepper motor. Learn hardware setup, coding, and dataset annotation with Roboflow for this practical AI application.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Chess Pieces Object Detection - Queens Gambit - OpenCV Python - Computer Vision - 2021

Learn to detect chess pieces using YOLOv5 and OpenCV in Python. Explore object detection techniques, train a custom model, and implement computer vision for chess analysis.

• YouTube
• 21 minutes
• On-Demand
• Free Video

OpenCV AI Kit Social Distance Detection Tutorial - Raspberry Pi - Python - Computer Vision 2021

Build a real-time social distancing detection system using Raspberry Pi and OpenCV AI Kit. Learn to implement computer vision for monitoring and alerting, with depth capability and high performance on an embedded platform.

• YouTube
• 23 minutes
• On-Demand
• Free Video

OpenCV AI Kit Raspberry Pi Smart Camera - OpenCV Python - Computer Vision - 2021

Build a real-time AI surveillance camera using Raspberry Pi and OpenCV AI Kit. Detect objects, people, and packages with MobileNet SSD at 30 FPS. Includes hardware setup, coding, and Roboflow integration for custom object detection.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Model Training for Soil Fertility Analysis - A Step-by-Step Guide

Master the process of training machine learning models for soil fertility analysis using XGBoost, from dataset preparation to API integration, achieving 88% accuracy in predicting soil health levels.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Build a Powerful Backend for Soil Fertility Analysis - Flask, XGBoost, and GPT Integration

Master backend development for soil analysis by integrating Flask APIs, XGBoost models, and GPT-powered insights. Create robust endpoints for IoT sensor data processing and AI-driven agricultural recommendations.

• YouTube
• 16 minutes
• On-Demand
• Free Video

Building a Rice Crop Deficiency Detection Backend with YOLOv8, LangChain, and Flask - Part 2.3

Master backend development for an AI-powered rice crop analysis system using YOLOv8, LangChain, and Flask to detect nutrient deficiencies and provide chatbot-based explanations.

• YouTube
• 15 minutes
• On-Demand
• Free Video