Job Description:

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

Навыки: Алгоритмы, Визуализация, Python

О клиенте:
( 0 отзыв(-а, -ов) ) India

ID проекта: #36280499

6 фрилансеров(-а) готовы выполнить эту работу в среднем за ₹8000


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 th Больше

₹1500 INR за 7 дней(-я)
(32 отзывов(-а))

1. I am expert in writing Case study, Sure I can do DRDUCV-case study as per the requirement. Please connect with me for the further discussion. 2. I have completed many Research papers, Research Proposals, Research Ar Больше

₹7500 INR за 3 дней(-я)
(6 отзывов(-а))

Hello, I am very familiarized with the requirements of your projects. And it can be done really fast. Let's connect over chat to discuss more on this. Thanks

₹10000 INR за 7 дней(-я)
(3 отзывов(-а))

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

₹12000 INR за 7 дней(-я)
(0 отзывов(-а))

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 propo Больше

₹10000 INR за 4 дней(-я)
(0 отзывов(-а))