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Face verification and identification systems have become very popular in computer vision with advancement in deep learning models like Convolution Neural Networks (CNN). Few weeks before, I thought to explore face recognition using deep learning based models. This blog-post demonstrates building a face recognition system from scratch. Introduction A face recognition system comprises of two … Read more

With advent of powerful hardware and advances in deep learning algorithms, real time detection of objects in live video is no more a far-sighted task. This quick blog-post shows how to set up real time object detection task on images or videos via Darkflow. We will start by introducing terminologies related to this task followed … Read more

Web crawling and scraping becomes crucial when we have to gather or create large data-sets automatically. Gathering data has always been a challenge from lot of resources and websites from internet. Also, to simply put, in lot of reporting work, we have situation where we have to gather data from website. The motivation of writing … Read more

The idea of transfer learning comes from a curious phenomenon that many deep neural networks trained on natural images learn similar features. These are texture, corners, edges and color blobs in the initial layers. Such initial-layer features appear not to specific to a particular data-set or task but are general in that they are applicable … Read more