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YOLO v3 - Robust Deep Learning Object Detection in 1 hour
Section 1 - Introduction to Yolo V3 Object Detection
Lectrure 1 - Introduction (1:28)
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Lecture 2 - How to take this course
Section 2 - The Quickest Way to get YoloV3 up and Running!
Lecture 3 - Yolo v3 Intuition (12:10)
Lecture 4 - Execute Yolo V3 (8:50)
Section 3 - How to Train Yolo V3 - Training & Workflow
Lecture 5 - 4 Steps to Setting up a Supervisely Deep Learning Cluster (9:32)
Lecture 6 - How to Web Scrape Images for your Dataset like a PRO! (6:21)
Lecture 7 - The Best Way to Annotate your Dataset (4:22)
Lecture 8 - How to let the AI Annotate your Dataset for you - Human in the Loop Annotation (2:49)
Lecture 9 - Got Little Data? No Problem! Data Augmentation to the Rescue ;) (4:28)
Lecture 10 - How to Train a Yolo V3 Network (5:04)
Lecture 11 - A Quick and Easy Method Deploying your Custom Object Detector after Training (6:37)
Section 4 - Post-Processing and Maintenance
Lecture 12 - How to Record video, change bounding box color and add confidence percentage (5:32)
Lecture 13 - Cleaning up you Supervisely Cluster and Cluster Maintenance (1:37)
Section 5 - Bonus Lecture
Artificial Neural Networks (18:30)
Convolutional Neural Networks (11:17)
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