Introduction A Python package called Datatable is used to work with tabular data. It enables multi-threaded data processing, out-of-memory datasets, and configurable APIs. The development of datatable is sponsored by H2O.ai and the first user of datatable was Driverless.ai. Requirements: Python 3.6+ (64 bit) and pip 20.3+. This toolkit is similar…

Benchmarks In terms of speed and accuracy, YOLOv7 has now surpassed all of the known object detectors like YOLOR, YOLOX, Scaled-YOLOv4, YOLOv5, DETR, Deformable DETR, DINO-5scale-R50, ViT-Adapter-B. Its speed varies from 5 FPS to 160 FPS and has the highest accuracy 56.8% AP. Also runs on 30FPS + on V100 GPU. …

Today we will be discussing about how to build a simple movie chatbot that gives you movie information like Title, Released, Actors and Plot using Google’s Dialogflow framework. What’s Google Dialogflow? Dialogflow is an AI conversational chatbot framework developed by Google to ease the process of making a full-fledged chatbot. We do not…

YOLOv6 is an object detection algorithm for industrial applications, with hardware efficient design and of high performance. YOLOv6 was recently introduced by Chinese company Meituan. Why the name YOLOV6? Inspired by Yolo Detection Algorithm, this project is named MT-YOLOv6. They have taken the novel method and made further improvements to the algorithm to industrial…

Topic Modelling is a type of statistical model for discovering the abstract “topics” that occur in a collection of documents. Why we need it? Discovering hidden topical patterns that are present across the collection. Annotating documents according to these topics. Using these annotations to organize, search and summarize texts. Coming…

State-of-the-art Optical Character Recognition(OCR) made seamless & accessible to anyone, powered by TensorFlow 2 & PyTorch Main Features 🤖 Robust 2-stage (detection + recognition) OCR predictors with pretrained parameters ⚡ User-friendly, 3 lines of code to load a document and extract text with a predictor 🚀 State-of-the-art performances on public document datasets…

Hadoop HDFS stores large datasets of structured or unstructured data across various data nodes to maintain the metadata information by the form of edit log files. Note: Make sure you have set up Hadoop environment on your local system, VirtualBox, or in the cloud. HDFS Commands Check version hadoop version Help Commands hadoop fs -help Create Directory on Hadoop File System hadoop…

In this tutorial, we will take a look at the installation of Cloudera. Cloudera is an environment which we can utilize to practice and execute some of big data libraries such as Hadoop, Pig, Hive, Oozie, Spark, HBase without even configuring it individually. Installation Part Download Oracle VirtualBox VM by clicking here…

Introduction — GFP-GAN leverages rich and diverse priors encapsulated in a pretrained face GAN for blind face restoration. This Generative Facial Prior (GFP) is incorporated into the face restoration process via spatial feature transform layers, which allow to achieve a good balance of realness and fidelity. GFP-GAN could jointly restore facial details…