Končano

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

[login to view URL]

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

[login to view URL]

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.

[login to view URL]

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

Simple tutorial:

[login to view URL]

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

Znanja: Umetna inteligenca, C++ programiranje, Image Processing, Neural Networks, OpenCV

Več: yolo memory usage, yolo live stream, yolo training, yolo opencv, yolo tutorial, darknet yolo wiki, camera usb live stream osx, service stream mpeg usb camera, can use usb camera, iphone use internet usb, ipod touch use internet usb, red5 camera stream, network camera stream java project, camera stream flash, using multiple usb camera, network camera stream windows, windows media encoder stream input plugin, capture video stream input source, video stream input source, use internet usb ipod touch

O delodajalcu:
( 2 mnenja ) Aachen, Germany

ID projekta: #17212724

Dodeljeno:

atrity

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]

€155 EUR v 2 dneh
(11 mnenj)
5.0

8 freelancerjev ponuja v povprečju za €161 na tem delu

DuMHao

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 Več

€155 EUR v 3 dneh
(19 Ocen)
6.8
ITPyramid85

hello,how are you. i read your bid carefully. i am c/c++, opencv expert and have full experience for 10 years. c++ language is my top skill. i can provide most quality and high speed. if you want to success, please Več

€155 EUR v 3 dneh
(9 Ocen)
6.1
dinhfreedom

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 Več

€200 EUR v 3 dneh
(18 Ocen)
5.2
ITCristRo

hi,dear. We understand your proposals and I am very interested in this job - 'Use Basler USB camera stream for input in Yolo Darknet'. We are senior software developers and I am able to perform this task with my develo Več

€155 EUR v 1 dnevu
(3 Ocen)
3.5
bidroid

================Hello====================== How are you? =====Please see my profile================ I have heavy experience with developing many projects such as face recognition, car detection and tracking, object Več

€155 EUR v 3 dneh
(5 Ocen)
2.8
Jakiab

I have 6 year experience Freelancer,up work,Fiverr & 99design market place I have seen your project that i can to do easily because I have many experience to Graphic Design,Webdesign,Web Develop & programming .So I cou Več

€155 EUR v 3 dneh
(0 Ocen)
0.0
kujin2018

Hello Thanks for your reading my proposal. I 've read your project description carefully. So i am interesting in your project. I have many and rich experiences with OpenCV. I am confident t Več

€155 EUR v 3 dneh
(0 Ocen)
0.0