Python Projects

Pneumonia Detection From X-ray Images Using Convolutional Neural Network

Pneumonia Detection From Chest X-Ray Images Using CNN

Pneumonia Detection From Chest X-ray Images using CNN  is a web application built on Python, Django, and Resnet-50 model (Keras Implementation). Convolution Neural Network Resnet-50 is 50 layers deep neural network trained on the Imagenet dataset. Pretrained model can classify images into 1000 objects. So, we used transfer learning to custom train on Chest X-ray …

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diabetic retinopathy

Diabetic Retinopathy Detection System

Diabetic Retinopathy Detection System uses, computer vision technique, deep learning model Densenet to classify the diabetic retinopathy severity on the left and right images provided. This application built on Python, Django, SQLite, and Keras deep learning model Densenet. The model has been trained on the Kaggle Diabetic Retinopathy¬†dataset. Diabetic Retinopath Detection System Deep Learning has …

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Twitter Sentiment Analysis

Sentiment analysis, also known as opinion mining, refers to the use of natural language processing, text analysis and computational linguistics to systematically identify, extract, quantify, and study affective states and subjectiveinformation. Sentiment analysis is widely applied to understand the voice of the customer who has expressed opinions on various social media platforms. Sentiment Analysis is the analysis of the feelings …

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