Use Basler USB camera stream for input in Yolo Darknet

1. Darknet

Darknet is a framework for running neural networks. It is specifically created for YOLO applications

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I am working on a windows system using MSVS Community 2017 (Toolset 140) for compiling the Darknet repository from the link below.

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2. Webcam input in Darknet

To activate the YOLO network using as input the PC webcam the following command is used:

• 194 MB VOC-model - WebCamera #0: [login to view URL] detector demo data/[login to view URL] [login to view URL] [login to view URL] -c 0

(From [login to view URL])

Darknet used the following programs for loading the images:

• [login to view URL]

• [login to view URL]

3. Basler Camera

My goal is to use an external USB 3.0 Basler camera for image acquisition.

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OpenCV does not support this camera, instead Basler provide a C++ SDK called “Pylon” [login to view URL]

Simple tutorial:

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4. Scope of the required next steps:

The camera can acquire up to 160 fps. In the application batches of 8 frames will be acquired and condensed in a single image by using simple mathematical operations (for instance, 8 frames will be averaged). The result image stream at 20fps(160fps/8) will be fed in the Yolo CNN

Habilidades: inteligencia artificial, Programación en C++, Image Processing, Neural Networks, OpenCV

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Información del empleador:
( 2 comentarios ) Aachen, Germany

Nº del proyecto: #17212724

Adjudicado a:


Hi I have experience with OpenCV and Yolo. You may directly use yolo in OpenCV, latest OpenCV versions support yolo models [login to view URL]

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Hello Sir, Thank you for your job posting. I am an expert in computer vision and machine learning with high experience and deep knowledge. For several years, I have worked with complex computer vision projects suc Más

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Dear sir. Your project attracted my attention at first glance, because I've really rich experience in Yolo Darknet Programming. I'm really confident about your project, and very eager to join your project. If we hav Más

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