Object Detection Courses and Certifications

Object Detection Web App with TensorFlow, OpenCV and Flask

374 ratings at Udemy

Build an Object Detection Model from Scratch using Deep Learning and Transfer Learning

• Udemy
• 1 hour 2 minutes
• On-Demand
• Paid Course

YOLOv12 & YOLO26: Custom Object Detection & Web Apps 2026

48 ratings at Udemy

Build Custom Detection, Segmentation, Pose Estimation, Classification, Tracking, OBB & 8+ Projects with Web Apps

• Udemy
• 11 hours 15 minutes
• On-Demand
• Paid Course

MathWorks

Object Tracking and Motion Detection with Computer Vision

34 ratings at Coursera

Explore object tracking and motion detection techniques using MATLAB. Learn to apply deep neural networks, optical flow, and advanced algorithms for real-world computer vision applications.

• Coursera
• 13 hours 14 minutes
• On-Demand
• Paid Course

Code With Aarohi

Object Detection with Deep Learning - Complete Tutorial

Master object detection with YOLO, R-CNN, and SSD through hands-on Python implementations, custom datasets, and real-world applications like traffic signs and disease detection.

• YouTube
• 13 hours 8 minutes
• On-Demand
• Free Video

Yannic Kilcher

DETR - End-to-End Object Detection with Transformers

Explore DETR, a groundbreaking object detection method using Transformers. Learn about its simplified architecture, innovative loss function, and impressive performance in image analysis tasks.

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

Code With Aarohi

YOLOv9 Object Detection - Complete Tutorial Series

Master YOLOv9 object detection with hands-on tutorials covering custom datasets, vehicle tracking, license plate recognition, and real-time deployment on various platforms.

• YouTube
• 1 hour 38 minutes
• On-Demand
• Free Video

Code With Aarohi

YOLOv8 Complete Tutorial - Object Detection, Segmentation and Classification Explained

Master YOLOv8 for object detection, segmentation, and classification with hands-on Python tutorials covering real-world applications and deployment strategies.

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

Aladdin Persson

Object Detection Series - Deep Learning

Master object detection fundamentals and implement YOLO architectures from scratch using PyTorch, covering key metrics like IoU, NMS, and mAP with hands-on coding.

• YouTube
• 4 hours 54 minutes
• On-Demand
• Free Video

Nicholas Renotte

Sign Language Detection Tutorial with Tensorflow Object Detection

Learn to build a real-time sign language detection system using Python, OpenCV, and TensorFlow. Covers image collection, labeling, model training, and live detection implementation.

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

Awesome Open Source

Frigate NVR in Home Assistant for Automation and Notifications Based on Object Detection

Explore Frigate NVR integration with Home Assistant for advanced object detection, automation, and notifications. Learn setup, configuration, and practical applications for smarter home surveillance.

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

Awesome Open Source

Viseron - An Open Source, Self Hosted Video Surveillance Solution with Motion and Object Detection

Learn to install and configure Viseron, an open-source video surveillance solution with motion and object detection capabilities, for self-hosted security systems.

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

Yannic Kilcher

Context R-CNN- Long Term Temporal Context for Per-Camera Object Detection

Explores Context R-CNN, an object detection model leveraging long-term temporal context from static cameras. Improves performance in wildlife and traffic monitoring by incorporating data from multiple frames.

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

Object Tracking and Localization

Learn how to locate an object and track it over time. These techniques are used in a variety of moving systems, such as self-driving car navigation and drone flight.

• Udacity
• 15 hours
• On-Demand
• Paid Course

James Briggs

Fast Zero Shot Object Detection with OpenAI CLIP

Learn zero-shot object detection and localization using OpenAI CLIP, a multi-modal deep learning model. Implement practical techniques for efficient, domain-flexible computer vision tasks without fine-tuning.

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

Murtaza's Workshop - Robotics and AI

Object Detection 101 Course - Computer Vision

Learn object detection fundamentals and apply skills in four practical projects, including car counting, people counting, PPE detection, and poker hand recognition using YOLO and computer vision techniques.

• YouTube
• 4 hours 34 minutes
• On-Demand
• Free Video