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AlexeyAB / darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
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Can I use an Object Classification model and set up yolov4 as an Object Localization model to create Object Detection model #5555

Open duongdqq opened 4 years ago

GargNishant commented 4 years ago

Object detection is an extension of Classification. In classification, there is an assumption there exists only 1 object instance in the image. While in Object detection, we assume that the image will contain different objects and each object can have multiple instances.

duongdqq commented 4 years ago

Thank you @GargNishant, I am wrong. My question is "Can I use an Object Classification model and set up yolo as an Object Localization model to create Object Detection model " I changed my question

GargNishant commented 4 years ago

Short Answer: Nope There is no method (that I know of) which can localize a complex object without detecting it. The closest you will come as Use Image Segmentation with Pixel Colors and then use classification on each object