Object Detection Courses and Certifications

Object Detection Web App with TensorFlow, OpenCV and Flask

356 ratings at Udemy

Learn to build an object detection model using Python's OpenCV and TensorFlow, and deploy it as a Flask web app. Ideal for those interested in computer vision.

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

MathWorks

Object Tracking and Motion Detection with Computer Vision

20 ratings at Coursera

Learn to track objects and detect motion in videos using MATLAB with MathWorks' 4-week course. Apply skills in a final project tracking cars on a highway. Prior image processing experience recommended.

• Coursera
• 13 hours 46 minutes
• On-Demand
• Free Online Course (Audit)

Roboflow

How to Train Object Detection Transformer on Custom Dataset

1 review

Learn to train Object Detection Transformers using DETR with Roboflow's tutorial. Master Python environment setup, model inference, custom dataset building, and model evaluation in under an hour.

• YouTube
• 23 minutes
• On-Demand
• Free Online Course

Nvidia

NVIDIA DeepStream Technical Deep Dive - Multi-Object Tracker

1 review

Dive into NVIDIA's DeepStream SDK with this under 1-hour material, exploring AI-based multi-sensor processing, video, audio, and image understanding. Learn to optimize object trackers for your specific application.

• YouTube
• 28 minutes
• On-Demand
• Free Online Course

Deep Reinforcement Learning for Object Tracking

Learn deep reinforcement learning for object tracking in less than an hour with the University of Central Florida. Gain insights into policy, value function, and online adaptation.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

Global Data Association for Multiple Pedestrian Tracking

Explore the University of Central Florida's PhD-level exploration of multi-target tracking, data association techniques, and crowd tracking, all in under an hour.

• YouTube
• 44 minutes
• On-Demand
• Free Online Course

Human Detection, Tracking and Segmentation in Surveillance Video

Explore human detection, tracking, and segmentation in surveillance video with the University of Central Florida. Learn SVM classifiers, handle occlusions, and develop real-time tracking systems.

• YouTube
• 36 minutes
• On-Demand
• Free Online Course

Action Recognition in Temporarily Untrimmed Videos

Explore action recognition in untrimmed videos with the University of Central Florida. Learn about video datasets, annotation pipelines, and evaluation challenges in under an hour.

• YouTube
• 26 minutes
• On-Demand
• Free Online Course

Statistical and Spatial Consensus Collection for Detector Adaption

Explore detector adaptation and spatial consensus collection in this under 1-hour material from the University of Central Florida, presented by Enver Sangineto.

• YouTube
• 51 minutes
• On-Demand
• Free Online Course

Object Tracking

Explore object tracking in computer vision with the University of Central Florida. Learn about various tracking algorithms, their performance, and characteristics in a 1-2 hour study.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Online Course

Visual Material Recognition

Explore visual material recognition with Dr. Ko Nishino in this 1-2 hour program from the University of Central Florida, covering generative and discriminative approaches.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Online Course

Object Recognition

Explore object recognition with Dr. Arnold Smeulders at the University of Central Florida. Learn about bag of words, codebooks, visual synonyms, and selective search in 1-2 hours.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Online Course

Recent Advances in Online Object Tracking

Explore recent advancements in online object tracking with UCF's 1-2 hour program, featuring guest speaker Dr. Ming-Hsuan Yang. Delve into tracking approaches, occlusion handling, and evaluation methods.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Online Course

Build an Object Detection Model with Python

Object detection can be very useful in mundane tasks. This course will teach you how to build an object detection model from beginning to end for real-life use cases, suitable for using on a daily basis.

• Pluralsight
• 1 hour 13 minutes
• On-Demand
• Free Trial Available

Launchpad

UniFormer

Dive into AI with Launchpad's UniFormer, a short program focusing on video understanding, transformer waste, and pose estimation.

• YouTube
• 34 minutes
• On-Demand
• Free Online Course