Terminé

Build a UI for YOLO neural network in python

We have a neural network developed in YOLO V3 and we need to show the output in an interface. Preferably in PyQt5

Referring to the video in the drive link:

The script will capture an image and then the neural network will produce bounding boxes for gherkin fruits as accept and reject. Then it will isolate accepted fruits individually to be classified according to size.

The UI will need to present the following:

Total number of gherkin fruits

Accepted number of fruits

Class 1 number of fruits

Class 2 number of fruits

Please refer to the sample UI made in PyQt5 (sample [login to view URL]). The button should trigger the image capture. Then the image will be processed in the neural network and finally the above listed parameters should be displayed on the UI

The versions in the scripts are listed below.

PyQt 5.15.0

Numpy

Scikit-image

Scikit-learn

Opencv 4.2

Python 3.6

Scipy

Yolov3

The network and related files are in the following drive link:

[login to view URL]

Compétences : Python, Architecture Logicielle, Machine Learning (ML)

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Concernant l'employeur :
( 1 commentaire ) Pannipitiya, Sri Lanka

Nº du projet : #26921635

Décerné à:

Igorter

hi, This is a senior python programmer and Machine Learning, Deep Learning, Computer Vision Expert. I am good at PyQT5 GUI programming and , sklearn, opencv, darknet, etc. I have rich experiences with Deep Learning Mod Plus

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21 freelance font une offre moyenne de $237 pour ce travail

(14 Commentaires)
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Himerr0kovoi

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cdesivo92

Hello! I have done similar things in pyqt5, and have plenty experience with opencv, yolo and deep learning for computer vision in general. I can do this in 2 days for 200 usd. A little bit on my background: I am a py Plus

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Alfatahbima9

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Lightcanon

Hello, I am a PyQt developer (+5 years experience) and also a Neural network enthusiast ( I study machine learning beside my work as a python desktop developer). I have built many scientific applications on PyQt5. I a Plus

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stasdanichiev

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4.8
msunij93

Hi, I've years of experience in developing UI using PyQt5. I can help you complete this project. The google drive link you shared need permission to view, please share an open link in the chat and we can get started ri Plus

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BellaMenteInc

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Billa15101

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