Ashish Kumar Panigrahy

Junior ML Engineer

Omdena•  November 2020 - January 2021

● Got selected amongst the 50 collaborators from a pool of data science experts all across the globe, to work on the road safety project of Omdena in collaboration with iRAP. ● Automated the process of extracting road features from satellite imagery with the help of implementing autoencoders and minimising the noise in the image data. And achieved a loss of 0.016 . ● Carried out Implementation of K-Means algorithm & Deep Neural Network using Python and Tensorflow to cluster processed images & extracted intersection type of roads from the satellite image data and TomTom images data from Amazon S3. ● Pre-processed , annotated & labelled images with labelImg. The images were used as the training data for object detection models which helped overcome undefitting of the model.