Projects
ANPR (Automatic Number Plate Recognition)
▪ Developed an ANPR system for recognizing license plates in real-time using YOLOv7, EasyOCR, OpenCV & Streamlit.
▪ Annotated 900+ image dataset using RoboFlow.
▪ Successfully got testing score of 95%.
Simpsons Character Recognizer
▪ Built a Neural Network that recognizes Simpson characters.
▪ Canaro library supports deep learning models built using Keras framework.
▪ Used Caer as it is a lightweight GPU-accelerated Computer Vision library for high-performance AI research.
▪ Fed the machine with 1.2GB of annotated dataset.
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Online Vehicle Booking Market
▪ Analysed the vehicle market in United States using Segmentation Analysis.
▪ Geographic, Demographic, Psychographic and Behavioural segments were key elements.
▪ Used Data Visualization libraries like Folium, Plotly Express and IFrame.
Volume Gesture Control
▪ Increases or decreases the volume of our system using hand gesture control.
▪ Used OpenCV and MediaPipe to capture real-time video.
▪ Used hand landmarks to find gesture of our hand to control the volume.
