Object Detection Courses and Certifications

Aleksa Gordić - The AI Epiphany

End to End Object Detection With Transformers

Comprehensive walkthrough of Facebook's DETR model, covering implementation details, attention visualization, and training process for end-to-end object detection using transformers.

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

Aleksa Gordić - The AI Epiphany

DETR- End-to-End Object Detection with Transformers - Paper Explained

Explore DETR, an innovative object detection approach using transformers. Learn about its architecture, matching loss, Hungarian algorithm, and impressive results in this comprehensive explanation.

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

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

DigitalSreeni

An Introduction to Object Segmentation Using StarDist Library in Python

Learn object segmentation using StarDist in Python for star-convex shapes in 2D and 3D. Covers installation, implementation, and HD image segmentation with practical examples.

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

Augmented Startups

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

Code With Aarohi

EfficientDet - Scalable and Efficient Object Detection

Explore EfficientDet, a scalable object detection model that improves accuracy and efficiency through innovative techniques like BiFPN and compound scaling.

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

Launchpad

UniFormer

Explore video understanding with UniFormer, a novel approach addressing inefficiencies in video transformers for improved performance and pose estimation.

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

Launchpad

Learning the Depths of Moving People by Watching Frozen People

Explore depth prediction techniques for moving subjects using static images, enhancing 3D modeling and computer vision applications in various fields.

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

Launchpad

End-to-End Object Detection with Transformers

Learn about cutting-edge object detection using Transformers, exploring architecture, bipartite matching, oppositional encoding, and attention scores in this comprehensive tutorial.

• YouTube
• 26 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

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

Nicholas Renotte

Can We Detect Objects With the New YOLOv6 Model?

Explore object detection using YOLOv6, a cutting-edge model. Learn implementation techniques and practical applications in this hands-on tutorial.

• YouTube
• 34 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

Nicholas Renotte

Build a Face Mask Detector with Watson and Python

Learn to create a face mask detector using Watson Visual Recognition, Python, and OpenCV. Capture images, visualize detections, and train custom object detection models in this hands-on tutorial.

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