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CU-Robosub
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Yolo-Train-System
Convolutional Neural Networks
http://pjreddie.com/darknet/
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YTS Server
#2
Open
DrYerzinia
opened
5 years ago
DrYerzinia
commented
5 years ago
Goals
Improve ability to label data for darknet
Web UI for cross platform labeling training
Requirements
Upload bags directly to web UI where they are processed into datebase with appropriate meta data
Bags can be preprocessed with darknet to potentially reduce labeling, verification time
People log into web UI and are given images to label
Can request specific bag and specific frame to start at
Be given a random starting point
Labels are not numeric in database. Saved as unique object feature name.
Training data generation
Dataset is generated from database with filter options and a class list to make number labels
Filters
By Bag
By Label
By competition year
Creates dataset in database that can be deleted or sent to GPU server to batch training job
Goals
Requirements