Q&A - AI / ML / DL

tags: 2022/08 Q&A Artificial Intelligence Machine Learning Deep Learning Training Inference GPU YOLO

(2022/8/21) Collections of Q&A related to Artificial Intelligence, Machine Learning and Deep Learning

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Table of Contents

• Q&A - AI / ML / DL
  • Q: YOLO Darknet - What is Darknet? And its evolution.
  • Q: YOLOv4 Darknet - What does yolov4.conv.137 mean in Yolov4 darknet?

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Q: YOLO Darknet - What is Darknet? And its evolution.

A: (Answer from The evolution of YOLO: Object detection algorithms
Learn - Oct 12, 2021)

YOLO, YOLOv2, YOLOv3: Originally introduced by Joseph Redmon in Darknet, YOLO has come a long way.

YOLOv4: April’s release of 2020 became the first paper not authored by Joseph Redmon. Here Alexey Bochkovski introduced novel improvements, including mind activation, improved feature aggregation, etc.

References:

• Darknet - pjreddie by Joseph Redmon
• github - pjreddie Darknet
• github - AlexeyAB Darknet YOLOv4
• github - WongKinYiu YOLOv7

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Q: YOLOv4 Darknet - What does yolov4.conv.137 mean in Yolov4 darknet?

A: (Answer from Stackoverflow) Pre-trained YOLOv4 with weights (yolov4.conv.137) learned from MS COCO dataset was trained on 3 training datasets with…

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