Published in Analytics Vidhya·PinnedProfile Photo Rating Service — Using Deep Learning ModelsAuthors: Venkatakrishna Panga, Bhavna Saxena, Debiprasad Banerjee, and Manish Sinha Abstract: Websites and apps like Match, Tinder, LinkedIn, Care.com, etc., use profile pictures to introduce a person to their users. They say a ‘picture is worth a thousand words’, and it couldn’t be truer for these websites and apps. Profile…Profile Photo Rating14 min read
Published in Analytics Vidhya·Jun 10, 2021Use AWS Services in a local environmentQ: Can we use AWS services without a subscription, without paying for services, and complete offline mode? Ans: Yes, We can do this by using localstack. We can use almost all AWS services without payment and complete offline mode, this sounds crazy, right? …AWS5 min read
Published in Analytics Vidhya·Nov 12, 2020AI Setup AutomationI.Introduction: One of the difficult jobs in the data science domain is to install GPU drivers, AI libraries, and env setup. This is the first step in the process, without the successful setup, we can’t move forward. Need to have patience, and troubleshoot all kinds of errors to complete a…Ai Setup Automation6 min read
Published in Analytics Vidhya·Mar 6, 2020Time Series Forecasting — LSTMIn this blog, we will understand the concept of RNN networks, different types of networks available and its practical implementation. We also see the performance comparison between RNN and ANN networks. RNN Network: The idea behind RNNs is to make use of sequential information. In a traditional neural network, we…Time Series Forecasting5 min read
Published in Analytics Vidhya·Feb 18, 2020Object Detection Algorithms - Computer visionComputer vision is one of the interesting and exiting domain in Deep learning space. In this blog we will explore the following computer vision techniques for object detection. R-CNN Fast R-CNN Faster R-CNN YOLO Before get started Let’s understand, What is the object detection ? …Object Detection6 min read
