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Team A Wiki Entry on Training Darknet with a Custom Dataset #99

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merged 7 commits into from
Apr 27, 2021

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gbrueggman
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This is an article to teach you how to make your own dataset or where to find open-source datasets that are free to use and download.
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Missing header information.

Capture your own images with a camera then create labels for each image that indicates the bounding boxes and IDs of the object class captured.

*Option 1:*
Create labels for all of the images using Yolo_mark [1]. The repo and instructions for use can be found here: <https://github.com/AlexeyAB/Yolo_mark>. These labels will be made in the darknet format.
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All links need to be in Markdown format. https://guides.github.com/features/mastering-markdown/

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This serves as a tutorial for how to use YOLO and Darknet to train your system to detect classes of objects from a custom dataset. We go over installing darknet dependencies, accessing the darknet repository, configuring your dataset images and labels to work with darknet, editing config files to work with your dataset, training on darknet, and strategies to improve the mAP between training sessions.
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Same comments as open-source-datasets.md

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smbryan commented Apr 13, 2021

It looks like you're struggling with the Wiki's standards. The template should help you figure things out: https://raw.githubusercontent.com/RoboticsKnowledgebase/roboticsknowledgebase.github.io/master/_templates/template.md

@smbryan smbryan merged commit 12a9c92 into RoboticsKnowledgebase:master Apr 27, 2021
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smbryan commented Apr 27, 2021

And you're in! Thanks for cleaning that up

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2 participants