artifical intelligence Archives

Let us know what is TensorFlow Lite Task Library

September 28, 2022October 20, 2022AI, ML, AI and Data Engineeringartifical intelligence, Machine Learning, python, task library, TensorFlow

Reading Time: 2 minutes TensorFlow Lite is a framework of software packages that enables ML training locally on the hardware. This on-device processing and computing allow developers to run their models on targeted hardware. The hardware includes development boards, hardware modules, and embedded and IoT devices. TensorFlow Lite Task Library contains a useful and powerful set of interfaces. That helps us handle most of the pre-processing and post-processing logic Continue Reading

Let’s know how to Convert the TensorFlow model to the TensorFlow Lite model

September 16, 2022September 16, 2022ML, AI and Data Engineeringartifical intelligence, Machine Learning, TensorFlow, tensorflow lite

Reading Time: 2 minutes TensorFlow Lite is TensorFlow’s lightweight solution for mobile and embedded devices. It allows you to run machine learning models on edge devices with low latency, eliminating the need for a server. After the development of the TensorFlow model, we can convert the same to a more efficient and smaller version by converting it into a Tflite model format. Let’s explore how. Conversion Workflow of TensorFlow Lite Continue Reading

Best Approach For Resume screening by Machine Learning-Part 1

August 8, 2022August 8, 2022Artificial intelligence, ML, AI and Data Engineeringartifical intelligence, KNN algorithm, Machine Learning, Natural language processing, python, tfidf vectorizer

Reading Time: 3 minutes Introduction Resume screening is the process of determining whether a candidate is qualified for a role based on his or her education, experience, and other information captured on their resume. It’s a form of pattern matching between a job’s requirements and the qualifications of a candidate based on their resume. The goal of screening resumes is to decide whether to move a candidate forward – Continue Reading

Why Computer Vision Had Been So Popular Till Now?

May 10, 2022May 10, 2022AI, Artificial intelligenceartifical intelligence, Computer Vision, Machine Learning

Reading Time: 3 minutes What is computer vision? Computer vision(CV) is the field of computer science that focuses on creating digital systems that can process, analyze, and make sense of visual data (images or videos) in the same way that humans do. The concept of computer vision is based on teaching computers to process an image at a pixel level and understand it. Technically, machines attempt to retrieve visual Continue Reading