The AI Illustrated Guide

Why is Object Detection so Messy?

TLDR: Neural networks have fixed sized outputs

Ygor Serpa
Towards Data Science
7 min readOct 1, 2020

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Photo by You X Ventures on Unsplash.

Those working with Neural Networks know how complicated Object Detection techniques can be. It is no wonder there is no straight forward resource for training them. You are always required to convert your data to a COCO-like JSON or some other unwanted format. It…

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Former game developer turned data scientist after falling in love with AI and all its branches.