Object Detection

concept

How object detection locates items in images

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object detectionbounding boxlocalization

comparison

YOLO vs Faster R-CNN performance comparison

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yolofaster rcnnspeed

use case

Using object detection for inventory management

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inventoryretailshelf monitoring

Image Classification

concept

How image classification categorizes visual content

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classificationcategorieslabels

use case

Using transfer learning for custom image classification

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transfer learningpretrainedcustom

Image Segmentation

concept

Understanding semantic segmentation in images

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segmentationpixelmask

comparison

Instance segmentation vs semantic segmentation

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instancesemanticobjects

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