Introduction Have you ever thought how your computer can read text from images? It is all thanks to something called Optical Character Recognition, or OCR. In Python, there are some cool libraries that help your computer understand text in pictures. From Google’s powerful Tesseract to EasyOCR’s fancy deep learning, these libraries can do some pretty […] The post Top 8 OCR Libraries in Python to Extract Text from Image appeared first on Analytics Vidhya ..read more

Introduction In the fast-evolving landscape of artificial intelligence, 2024 has brought forth notable advancements, one being TikTok’s groundbreaking introduction of “Depth Anything.” This cutting-edge Monocular Depth-Estimation (MDE) model, developed in collaboration with esteemed institutions like the University of Hong Kong and Zhejiang Lab, stands out for its utilization of a massive dataset comprising 1.5 million […] The post Building a Modern App with TikTok’s “Depth Anything” Depth Estimation Model appeared first on Analytics Vidhya ..read more

Introduction Explore the power of TensorFlow Keras preprocessing layers! This article will show you the tools that TensorFlow Keras gives you to get your data ready for neural networks quickly and easily. Keras’s flexible preprocessing layers are extremely handy when working with text, numbers, or images. We’ll examine the importance of these layers and how […] The post Preprocessing Layers in TensorFlow Keras appeared first on Analytics Vidhya ..read more

Introduction Image captioning is another exciting innovation in artificial intelligence and its contribution to computer vision. Salesforce’s new tool, BLIP, is a great leap. This image captioning AI model provides a great deal of interpretation through its working process. Bootstrapping Language-image Pretraining (BLIP) is a technology that generates captions from images with a high level […] The post Salesforce BLIP: Revolutionizing Image Captioning appeared first on Analytics Vidhya ..read more

Vision Language models are the models that can process and understand both visual and language(textual input) data simultaneously. These models combine techniques from Computer Vision and Natural Language Processing to understand and generate text based on the image content and language instruction. There are many large vision language models available such as OpenAI’s GPT-4v, Salesforce’s […] The post Introducing Moondream2: A Tiny Vision-Language Model appeared first on Analytics Vidhya ..read more

Introduction 3D image segmentation involves partitioning volumetric data into distinct regions to extract meaningful information such as identifying organs, tumors, etc. With applications ranging from medical diagnosis to industrial inspection and robotics, 3D segmentation plays a pivotal role in understanding complex three-dimensional structures and objects. In this guide, we’ll explore the fundamentals of 3D image […] The post Guide on 3D Medical Image Segmentation with Monai & UNET appeared first on Analytics Vidhya ..read more

Introduction In computer vision, different techniques for live object detection exist, including Faster R-CNN, SSD, and YOLO. Each technique has its limitations and advantages. While Faster R-CNN may excel in accuracy, it may not perform as well in real-time scenarios, prompting a shift towards the YOLO algorithm. Object detection is fundamental in computer vision, enabling […] The post Live Object Detection and Image Segmentation with YOLOv8 appeared first on Analytics Vidhya ..read more

Introduction In the domain of visual arts and design, the humble sketch, drawing, or doodle serves as the cornerstone of creativity and innovation. These initial marks on paper or digital canvas are not merely rough ideas; they are the seeds from which breathtaking works of art and functional designs sprout. From the intricate blueprints of […] The post How to Transform Sketches into Lifelike Renderings with PromeAI? appeared first on Analytics Vidhya ..read more

Introduction In the domain of visual arts and design, the humble sketch, drawing, or doodle serves as the cornerstone of creativity and innovation. These initial marks on paper or digital canvas are not merely rough ideas; they are the seeds from which breathtaking works of art and functional designs sprout. From the intricate blueprints of […] The post How to Transform Sketches into Lifelike Renderings with PromeA? appeared first on Analytics Vidhya ..read more

Introduction 2024 has started with more advancements in artificial intelligence. All the predictions on AI growth have started to unfold. In a groundbreaking move, TikTok has recently introduced “Depth Anything,” a state-of-the-art Monocular Depth-Estimation (MDE) model. In a nutshell, this leverages a combination of 1.5 million labeled and 62 million unlabeled images, making it a […] The post Building a Modern App with TikTok’s “Depth Anything” Depth Estimation Model appeared first on Analytics Vidhya ..read more