In our earlier blog post, we had built a React Native app for detecting objects from an image using TensorFlow.js In this post, we are going to build a React Native app for detecting objects from an image using TensorFlow.js and React Hooks. Assuming that you have followed our earlier blog and created the Object... » read more
In this post, we are going to build a React Native app for detecting objects in an image using TensorFlow.js. TensorFlow.js is a JavaScript library for training and deploying machine learning models in the browser and in Node.js. It provides many pre-trained models that ease the time-consuming task of training a new machine learning model... » read more
In our earlier blog post, we had built a Text Detection App with React Native using AWS Rekognition. The Text Detection App basically detects the texts and their dimensions in the captured image. This blog is an extension to it, where we shall learn how to draw Bounding Boxes using the dimensions of the detected... » read more
In our earlier blog post, we had built a Healthcare Chatbot, in React Native using Dialogflow API. This blog is an extension of the chatbot we built earlier. We shall learn how to add support for voice-based user interaction to that chatbot. Assuming you had followed our earlier blog and created the chatbot we will... » read more
Machine Learning Transforms in AWS Glue AWS Glue provides machine learning capabilities to create custom transforms to do Machine Learning based fuzzy matching to deduplicate and cleanse your data. For this we are going to use a transform named FindMatches. The FindMatches transform enables you to identify duplicate or matching records in your dataset, even... » read more
In this blog, we shall learn how to build an AI virtual assistant or a Chatbot using React Native and Dialogflow API. Why are chatbots important?A chatbot is a piece of software that helps in conducting a conversation through voice based or textual methods. Chatbots offer companies new opportunities to improve the customer engagement process... » read more
In this story, we are going to build an app for detecting text in an image using Amazon Rekognition in React Native. You shall learn how to build a mobile application in React Native, which talks to AWS API Gateway. This API endpoint is configured with a lambda that stores the sent image in S3... » read more
In this post, we are going to build a React Native app for detecting objects from an image using Amazon Rekognition. Here we will capture an Image or Select it from file system. We will send that image to API Gateway where it triggers the Lambda Function which will store in S3 Bucket. The stored image... » read more
Most often analyzing data sets to summarize their main characteristics, is done with visuals. Yet still one has to sift through the visuals, drilling down, comparing values, and rechecking ideas to extract a conclusion. But with QuickSight that is not the case, using its auto-narratives feature, one could extrapolate conclusion from the data analysis or... » read more
This post walks you through all the steps required to build a data engineering pipeline for batch data using AWS Step Functions. The sequence of steps works like so : the ingested data arrives as a CSV file in a S3 based data lake in the landing zone, which automatically triggers a Lambda function to... » read more