Popular GitHub Repositories for Kaggle Dataset

AUTOMATED TYPE CLASSIFICATION OF GLAUCOMA DETECTION USING DEEP LEARNING

Detailed notes and code to learn machine learning with Apache Spark.

The main aim of the project is to develop a sentiment analyzer that can be used on twitter data to classify it as positive or negative. Our project takes care of the challenge of bilingual comments, where people tweet in two languages, in this case Hindi and English, in the Latin Alphabet.

YOLOv8 for strawberry disease implementation. Achieves over 10% improvement in mAP in comparison to the Mask R-CNN baseline.

Kaggle's Photorealistic images of the Moon's surface with ground truth rock segmentation.

An Artificial Neural Network model to predict house prices over a kaggle dataset.

This repo contains examples of simple LSTMs using pytorch-lightning.

A Web Application for Disease Prediction using various Machine Learning Algorithms based on the Kaggle Datasets.

COREG with Transformers Exploration: This research project delves into enhancing the COREG algorithm by incorporating transformer models, particularly DistilBERT and DeBERTa. Through rigorous experimentation on various GPU-equipped platforms, the modified COREG seeks to identify confident labels based on the predictions' similarity between models.

Models to detect hateful comments served with flask trained on Kaggle's Toxic Comment Classification Challenge dataset.

Super-resolution using GANs. CNN, Image Classification and Image Upscaling.

A real-time web app that classifies the fraud from credit-card's transaction data

Classifying cloud organization patterns from satellite images using Deep Learning techniques (Mask R-CNN)

The project is build to generated music using a Recurrent Neural Dense Network on a kaggle dataset.

The goal of this project is to predict the expression on the face. The expression labels are standard ones used in psychology research: angry, disgusted, fearful, happy, sad, surprised, neutral.

Streamlit app repository for Explainable AI application

Computer Vision and Deep Learning

This is one of my fun projects. It's a review classifier based on Amazon's reviews dataset hosted on Kaggle. I used FastText and Deep Learning model LSTM to build it.

Breast Cancer Prediction using CNN

这个代码库包含一个乳腺癌预测项目的代码，它利用卷积神经网络（CNN）对乳腺组织图像进行分类，判断其是正常组织还是显示肿瘤迹象。