E-Healthcare: Disease Detection
Machine learning-based disease detection system using MERN stack.
- Built and deployed using MERN stack
- Integrated with Gradio for ML model deployment
MongoDB
Express
React
Node
Python
Automated Segmentation of Microscopy Images
Deep learning models for neuronal cell identification in fluorescent microscopy images.
- Implemented Efficient-Unet for neuron detection
- Visualization using Seaborn
Python
PyTorch
Pillow
Efficient Model for Concrete Cracks Detection
Deep learning models for architectural infrastructure crack detection.
- Implemented Knowledge Distillation
- Visualization using SciPy libraries
Python
TensorFlow
Keras
Code
Face Recognition Based Attendance System
Automated attendance system using facial recognition.
- Implemented Haar cascade Algorithm
- Flask-based web interface
Python
OpenCV
Flask
Code
Climate Change Forecast of Delhi
Time Series Analysis using SARIMAX for climate change prediction.
- Exploratory Data Analysis
- Visualization using statistical libraries
Python
Scikit-learn
Code
Arduino Based Ambient Light
Monitor backlight system for reduced eye strain.
- WS2812b RGB Strip programming
- FastLED library implementation
C++
Arduino
Code