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Ultralytics YOLOv8 Docs
https://docs.ultralytics.com/models/yolov4
YOLOv4 - Ultralytics YOLO Docs
What is YOLOv4 and why should I use it for object detection?
YOLOv4, which stands for "You Only Look Once version 4," is a state-of-the-art real-time object detection model developed by Al… See more
Introduction
YOLOv4 stands for You Only Look Once version 4. It is a real-time object detection model … See more
Ultralytics YOLOv8 Docs
Architecture
YOLOv4 makes use of several innovative features that work together to optimize its performance. These include Weighted-Residual-Connections (WRC), Cross-Stage-Parti… See more
Ultralytics YOLOv8 Docs
Bag of Freebies
YOLOv4 also makes use of methods known as "bag of freebies," which are techniques that improve the accuracy of the model during training without increasing the cost of infer… See more
Ultralytics YOLOv8 Docs
Features and Performance
YOLOv4 is designed for optimal speed and accuracy in object detection. The architecture of YOLOv4 includes CSPDarknet53 as the backbone, PANet as the neck, a… See more
Ultralytics YOLOv8 Docs
Usage Examples
As of the time of writing, Ultralytics does not currently support YOLOv4 models. Therefore, any users interested in using YOLOv4 will need to refer directly to the YOLOv4 Gi… See more
Ultralytics YOLOv8 Docs
What are the evaluation results for yolov3 & mixed Yolo Lite for shipdata?
Evaluation results for YOLOv3 and Mixed YOLOv3-LITE for ShipData. 4.2.4. Performance Tests Based on Embedded Platform Mixed YOLOv3-LITE was tested with a Jetson AGX Xavier device; the results are shown in Table 10. When inputting an image with a size of 224 × 224, it reached 43 FPS.
ncbi.nlm.nih.gov
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Table of Contents
Introduction
Architecture
Bag of Freebies
Features and Performance
Usage Examples
What are the evaluation results for yolov3 & mixed Yolo Lite for shipdata?

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Nature
https://www.nature.com/articles/s41598-021-02225-y
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Github
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Stack Overflow
https://stackoverflow.com/questions/64011222
python - How to save output of darknet YOLOv4 video in a txt file …
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Using darknet_ros with Yolov3, how to test with mp4 file? Sep 4, 2021
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National Center for Biotechnology Information
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7180807
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Using darknet_ros with Yolov3, how to test with mp4 file?	Sep 4, 2021
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