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Learn Object Detection, earn certificates with paid and free online courses from Alexander Amini, UC Berkeley, SUNY, University of Toronto and other top universities around the world. Read reviews to decide if a class is right for you.
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.
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.
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.
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.
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.
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.
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.
Explore detector adaptation and spatial consensus collection in this under 1-hour material from the University of Central Florida, presented by Enver Sangineto.
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.
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.
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.
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.
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.
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.
Learn to implement zero-shot object detection using OpenAI's CLIP in under an hour with James Briggs. No model fine-tuning or data annotation required.
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