Akash09091999

Analysis-of-Classification-and-Regression-Models-on-dataset-AirBnB

Aspect-based-sentiment-analysis---Twitter

Aspect-Based Sentiment Analysis on Twitter is a groundbreaking solution, dissecting sentiments related to specific aspects rather than providing overall classifications. Using a unique dataset, this method outperforms existing approaches, offering real-time insights into public sentiment on diverse topics.

Diabetic-Retinopathy-Detection

Diabetic Retinopathy is one of the leading causes of blindness and eye disease in working-age the population of the developed world. This project is an attempt towards finding an automated way to detect this disease in its early phase. In this project, I am using supervised learning methods to classify a given set of images into various classes. For this task, I am employing various image processing techniques and filters to enhance many important features and then using a neural network for classification.

Super-Resolution

The main goal of this research is to demonstrate how a lack of image clarity can cause significant difficulty for many people. And not everyone can afford a high-resolution camera of sufficient quality. Super-resolution can be used in a variety of situations where high-resolution cameras are not available.

Akash09091999/Aspect-based-sentiment-analysis---Twitter

Aspect-Based Sentiment Analysis on Twitter is a groundbreaking solution, dissecting sentiments related to specific aspects rather than providing overall classifications. Using a unique dataset, this method outperforms existing approaches, offering real-time insights into public sentiment on diverse topics.

Akash09091999/Super-Resolution

The main goal of this research is to demonstrate how a lack of image clarity can cause significant difficulty for many people. And not everyone can afford a high-resolution camera of sufficient quality. Super-resolution can be used in a variety of situations where high-resolution cameras are not available.

Akash09091999/Diabetic-Retinopathy-Detection

Diabetic Retinopathy is one of the leading causes of blindness and eye disease in working-age the population of the developed world. This project is an attempt towards finding an automated way to detect this disease in its early phase. In this project, I am using supervised learning methods to classify a given set of images into various classes. For this task, I am employing various image processing techniques and filters to enhance many important features and then using a neural network for classification.

Akash09091999/Analysis-of-Classification-and-Regression-Models-on-dataset-AirBnB