YOLO Algorithm, Object Detection with YOLOv2

Video Contents:
00:00 Introduction
00:39 Batch Normalization
01:12 High Resolution Classifier
02:23 Convolutional with Anchor Boxes
04:22 Anchor Boxes
06:30 Dimension Clusters
08:01 Direct Location Prediction
08:23 Box Parameters
10:28 Fine-Grained Features
10:57 Passthrough Layer
12:37 Multi-Scale Training
13:59 Darknet-19
15:05 Training for Classification
15:34 Training for Detection

* YOLO Algorithm
* What is YOLO?
* Object Detection with YOLO Algorithm
* Improvements for YOLOv2 over YOLOv1
* Batch Normalization
* High Resolution Classifier
* Convolutional with Anchor Boxes
* Dimension Clusters
* Direct Location Prediction
* Fine-Grained Features, Passthrough Layer
* Multi-Scale Training
* Darknet-19 Architecture
* Darknet-19 Training for Classification and Detection

All images and animations in this video belong to me

Reference

YOLO9000: Better, Faster, Stronger
Joseph Redmon, Ali Farhadi

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#objectdetection #regularization
#deeplearning #neuralnetworks
#artificialintelligence #aitutorial #education
#convolutionalneuralnetworks #neuralnetwork
#convolutionalneuralnetwork #imageprocessing
#datascience #computervisionwithhuseyinozdemir

[waterspray]

Thank you for making everything concise and straight to the point.

[davidlourenco]

Good summary of Yolov2 . Thank u. Helped a lot.

[hamoodya]

Good summary. Thanks for the great work.