I am a 3rd year Computer Science undergraduate from Indian Institute of Information Technology Surat. I have been working in the field of Computer Vision for close to 2 years now. The scale of impact which it drives is really immense and this really motivates me to use this tool in order to solve problems which might otherwise be difficult to solve.
Projects
Healthcare Using AI
Healthcare at FingertipsFlask, TensorFlow, PyTorch, Machine Learning, Deep Learning, REST API, Python, SQLAlchemy, Computer Vision, Artificial Neural NetworkClickable Mouse using Hand Gestures
ComputerVision based mouse using Mediapipe and Autopy libraries for hand feature detection and click feature.OpenCV, Mediapipe, AutopyHead Position Detection
A Computer Vision project that determines the position of the head using the 468 face landmarks obtained using the Mediapipe Library.Python, Computer Vision, MediapipeYawn Detection Module
A Computer Vision project that detects the yawn using the 468 face landmarks obtained using the Mediapipe Library.NumPy, OpenCV, Python, MediapipeEye Blink Detection Module
A Computer Vision project that detects the eye blink using the 468 face landmarks obtained using the Mediapipe Library.NumPy, OpenCV, Python, Computer Vision, MediapipeSkills
Python
SQL
Machine Learning
Deep Learning
Computer Vision
Experience
- Eigenlytics Data Solution - Data Science InternDecember 2021 - March 2022
Researched different algorithms which helped us preprocess the word segments before being fed into the OCR for character recognition.
Designed algorithms to achieve solid line and dotted line removal for the input word segment using Computer Vision in Python.
Used CRAFT along with Morphological, Profiling, and Thresholding operations to achieve the desired results.