Object Detection Courses and Certifications

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
• Self-Paced
• Free Video

CodeEmporium

Fast R-CNN - Explained

Explore Fast R-CNN architecture, training methods, and inference techniques for improved object detection performance compared to original R-CNN networks.

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

Code With Aarohi

Why YOLO26 Is Perfect for Edge AI - Jetson, Mobile, Embedded

Explore YOLO26's edge-optimized architecture featuring NMS-free inference, anchor-free detection, and deployment improvements for Jetson, mobile, and embedded devices.

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

Action Recognition in Temporarily Untrimmed Videos

Action recognition in untrimmed videos: challenges, datasets, and annotation techniques for improving accuracy in real-world scenarios with ambiguous content and varying video qualities.

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

Statistical and Spatial Consensus Collection for Detector Adaption

Explore detector adaptation techniques for improved pedestrian detection across domains, focusing on statistical and spatial consensus methods to enhance accuracy and generalization.

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

Roboflow

Is Machine Learning Smarter Than a Toddler? - Roboflow + OpenCV Webinar

Explore how AI and ML compare to toddlers in object recognition, drawing, and writing. Gain insights into the current capabilities and limitations of machine learning technology.

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

Eran Feit

Train Your Own Object Detector with Detectron2

Learn to build a custom object detector using Detectron2. Step-by-step guide covers dataset preparation, model training, and making predictions on new images. Ideal for beginners in deep learning and computer vision.

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

Eran Feit

How to Train YOLOv5 on a Custom Dataset

Learn to train YOLOv5 for custom object detection in Python, covering installation, dataset preparation, model training, and result testing on new images.

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

Roboflow

RF-DETR Architecture and How it Works - Why is DETR Better Than YOLO?

Discover RF-DETR, a state-of-the-art object detection model that outperforms YOLO. Learn how to train, test, compare, and deploy this model in your computer vision projects with insights from Roboflow's machine learning team.

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

Eran Feit

Detecting Underwater Objects with YOLO-NAS Deep Learning

Learn to implement underwater object detection using YOLO-NAS and Python. Covers model import, custom dataset training, and making predictions with bounding boxes for sea images.

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

Yannic Kilcher

How to Use Facebook's DETR Object Detection Algorithm in Python - Full Tutorial

Hands-on tutorial implementing Facebook's DETR object detection algorithm in Python, covering model loading, image processing, output handling, and visualization with various test cases.

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

Venelin Valkov

Create YOLO Dataset for Custom Object Detection Using OpenCV, PyTorch, and Python Tutorial

Learn to create custom datasets for YOLOv5 object detection, focusing on clothing items in images using OpenCV, PyTorch, and Python. Includes dataset preparation, format conversion, and file structure explanation.

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

Augmented Startups

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
• Self-Paced
• Free Video

Nvidia

Jetson AI Fundamentals - Training Object Detection Models

Train object detection models with PyTorch on Jetson Nano, collect custom datasets, and create personalized models for real-time detection using SSD MobileNet and Open Images dataset.

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

Tech with Tim

OpenCV Python Tutorial - Template Matching - Object Detection

Learn template matching for object detection in OpenCV using Python. Detect a soccer ball in an image, understand matching methods, and visualize results in this hands-on tutorial.

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