Object Detection Courses and Certifications

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

CornerNet- Detecting Objects as Paired Keypoints

Explores CornerNet, a novel object detection approach using paired keypoints. Covers corner pooling, heatmap and embedding outputs, loss functions, and experimental results.

• YouTube
• 25 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

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

Nicholas Renotte

Pose Estimation with the Fastest Python Deep Learning Model - MoveNet Lightning

Learn to implement real-time pose estimation using MoveNet Lightning, a fast Python deep learning model. Covers installation, TFLite integration, rendering results, and OpenCV implementation.

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

Nicholas Renotte

Sign Language Detection Using Action Recognition with Python - LSTM Deep Learning Model

Learn to build a sign language detection system using action recognition, LSTM, and Python. Extract keypoints, create datasets, train deep learning models, and make real-time predictions for sign language interpretation.

• YouTube
• 2 hours 27 minutes
• On-Demand
• Free Video

Nicholas Renotte

AI Hand Pose Estimation with MediaPipe - Detect Left and Right Hand and Calculate Angles

Learn advanced hand pose estimation using MediaPipe, OpenCV, and Python. Detect left/right hands, calculate joint angles, and render estimations for kinematic analysis and real-time applications.

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

Nicholas Renotte

AI Hand Pose Estimation with MediaPipe and Python

Learn to implement hand pose estimation using MediaPipe and Python. Set up the environment, detect hand poses in real-time, interpret results, and apply styling with OpenCV for enhanced visualization.

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

Nicholas Renotte

AI Body Language Decoder with MediaPipe and Python

Learn to decode body language using MediaPipe and Python. Build custom pose classification models to interpret facial and body landmarks in real-time with OpenCV, Pandas, and Scikit-Learn.

• YouTube
• 1 hour 33 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

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

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

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