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  • Thiruvananthapuram,Kerala

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aparnar1305/README.md

Hi, I'm Aparna 👋


🎓 B.Tech Computer Science & Engineering Student at MBCET(semester 5) CGPA:9.49

💻 Passionate about Web Development,Machine Learning and Deep Learning

🚀 Currently building projects in Machine Learning,Deep Learning,Web Development,Computer Vision, and Database Systems

📚 IEEE Member | ISTE MBCET Executive Committee Member

Tech Stack
Python • C • Java • TensorFlow/Keras • HTML • CSS • MySQL • OpenCV

Current Projects
SafeGuard – AI-Powered Urban Crime Analytics Platform(working)
Crowdsourced Smart City Blueprint
Deep Learning Models

🌐 Socials:

LinkedIn email

💻 Tech Stack:

CSS3 C Python HTML5 Java Vercel FastAPI Keras TensorFlow Matplotlib MySQL

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  1. Diabetes_Prediction_using_Deep_Learning Diabetes_Prediction_using_Deep_Learning Public

    Trained a deep neural network using TensorFlow/Keras on the Pima Indians Diabetes Dataset to predict diabetes from patient health parameters . Includes model training, evaluation, serialization, an…

    Python

  2. Real-Time-Object-Detection-using-YOLOv8 Real-Time-Object-Detection-using-YOLOv8 Public

    AI-powered real-time object detection using YOLOv8 and OpenCV, leveraging a pre-trained model trained on the COCO dataset.

    Python

  3. Face-Recognition-Using-FisherFace-and-Haar-Cascade Face-Recognition-Using-FisherFace-and-Haar-Cascade Public

    Machine learning-based real-time face recognition system using a self-trained FisherFace model and Haar Cascade for face detection with confidence-based unknown face classification.

    Python

  4. Image_classification_using_CNN Image_classification_using_CNN Public

    Trained a Convolutional Neural Network (CNN) using TensorFlow/Keras for binary fruit image classification with preprocessing, model training, and inference.

    Python

  5. Hand_Gesture_Recognition_using_CNN Hand_Gesture_Recognition_using_CNN Public

    Supervised Deep Learning project that trains a Convolutional Neural Network (CNN) using TensorFlow/Keras to classify five hand gestures through multiclass image classification.

    Python