AI Research and Development Intern, AIRPIX AI

AIRPIX provides Artificial Intelligence powered intelligent video surveillance services and video analytics solutions in India.

• Trained a dataset of 700+ images of Indian Vehicles on YOLO model for Automatic Number Plate Recognition.
• Built customized libraries for de-skewing of the image, border removal and background color detection based optimized binarization technique in Python to improve accuracy of recognition.
• Implemented features such as multi-line license plate recognition using histogram-based image processing algorithm for character segmentation and post processing algorithm on the output string using regular expressions and template matching resulting in accuracy of approximately 94% and boosted efficiency of previous model by 5%.