DRDUCV-CaseStudy

₹1500-12500 INR

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Publicado

hace alrededor de 1 año

₹1500-12500 INR

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The main objective of this method is to detect DR(Diabetic Retinopathy) eye disease using Image Processing techniques. Automating the process using Convolutional neural networks to speed up blindness detection in patients before its too late. Eye retina images contain artifacts, some of them are out of focus, underexposed, or overexposed etc. Also, some of the images have low brightness and low lightning conditions thus making it difficult to assess the difference between the images. First we do image preprocessing by applying Gaussian blur to bring out distinctive features in the images. In Gaussian Blur operation, the image is convolved with a Gaussian filter which is a low-pass filter that removes the high-frequency components . Then convert the RGB scale images to Gray scale images and circular cropping from gray scale images is used. After applying some image augmentation, model architecture is used. planning to use VGG-16

Algorithm

Imaging

Python

ID del proyecto: 36280499

Información sobre el proyecto

6 propuestas

Proyecto remoto

Activo hace 1 año

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6 freelancers están ofertando un promedio de ₹8.000 INR por este trabajo

@avinashdubeyg209

Hi there, I am an ML engineer. I can start right away and deliver within the deadline. So, Let’s have a quick conversation. I can be more specific once we get all the requirements and information required to execute the project. Thank you!!

₹1.500 INR en 7 días

5,0

(32 comentarios)

4,9

@citijayamala

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₹7.500 INR en 3 días

4,7

(6 comentarios)

4,7

@mapsbox

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₹10.000 INR en 7 días

5,0

(3 comentarios)

3,1

@anansahib

I have done a similar project in my academics and also one of my projects was in the same domain and if you can provide data i can start working on it

₹12.000 INR en 7 días

0,0

(0 comentarios)

0,0

@elyazid01

Hello there, I would like to introduce my self, I am a student in AI and datascience, I've worked on many projects such as imaging (deep learning) VGG16, YOLOV5, KNN, I'll do it for you in 4 days, if you like my proposal DM. GOOD DAY.

₹10.000 INR en 4 días