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1. Flower-Detection-Using-CNN Flower-Detection-Using-CNN Public

   In this project, we embark on an exciting journey to develop a Convolutional Neural Network (CNN) for flower recognition, a vital task in the field of computer vision.

   Jupyter Notebook 1

2. Network-Traffic-Anomaly-Detection-Using-Variational-Autoencoder Network-Traffic-Anomaly-Detection-Using-Variational-Autoencoder Public

   A variational autoencoder (VAE) will be utilized, which takes input into a convolutional neural network to a smaller latent space and then attempts to recreate the input through a decoder.

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3. Pothole-Grievance-Reporting-System Pothole-Grievance-Reporting-System Public

   A cutting-edge complaint registration system leveraging YOLOv5 algorithm, performed an in-depth analysis to detect and resolve service issues and bolstering public confidence and improving overall …

   Jupyter Notebook 2

4. Predicting-Breast-Cancer-Survival-with-Machine-Learning-A-Comprehensive-Guide-Using-Python Predicting-Breast-Cancer-Survival-with-Machine-Learning-A-Comprehensive-Guide-Using-Python Public

   This project implements a machine learning model to predict breast cancer survival using patient data. The model utilizes a Support Vector Machine (SVM) classifier trained on a dataset of over 400 …

   Jupyter Notebook 1

5. PCOS-Diagnosis-EDA-Random-Forest PCOS-Diagnosis-EDA-Random-Forest Public

   Polycystic Ovary Syndrome (PCOS) is a complex hormonal issue affecting many women. I have performed an Exploratory Data Analysis (EDA) which helps in spotting patterns and make diagnosing PCOS easi…

   Jupyter Notebook

6. Movie-Recommendation-System Movie-Recommendation-System Public

   A personalised movie recommendation system using collaborative filtering and matrix factorisation algorithms. The project included integrating Django for web deployment and optimising model accurac…

   Python 1