Posts by Jerrin Bright

Author Biographical Info: Versatile engineer with expertise and skills in Robotics, Data Science, CAD design and simulations, Website development, and Optimization.

Number plate detection using MNIST using Keras in Python

Number plate detection using MNIST using Keras in Python

By Jerrin Bright | November 18, 2020

In this article, autonomous number plate detection with the MNIST dataset is done and explained in detail from scratch starting from the training to the development of the User Interface with the help of Python programming using the Keras TensorFlow API. We have trained the numbers using the MNIST dataset which consists of 60,000 images […] Read More

Autonomous Lane Detection for Self-driving Cars in Python

By Jerrin Bright

In this article, we will understand how to do autonomous lane detection for self-driving cars using Hough lines, Masking, Canny filters, and Gaussian filters in Python. Primary lib.... Read More

Image classification of Bird species using Keras in Python

Image classification of Bird species using Keras in Python

By Jerrin Bright | October 28, 2020

In this article, Image classification for huge datasets is clearly explained, step by step with the help of a bird species dataset. The major techniques used in this project are Data Augmentation and Transfer Learning methods, for improving the quality of our model. VGG16 pre-trained model for transfer learning is a very efficient open-source model. […] Read More