Fingerprint unlocking, facial recognition, speech-to-text conversion, robots diagnosing illnesses, AlphaGo······ We have deeply felt that artificial intelligence is changing the way we work and perceive the world. According to a report by SAS on the readiness of enterprises for artificial intelligence, most companies believe that AI is still in its early stages, “Currently, many application … Read more
With the development of deep learning technology, the detection of human skeletal key points has continuously improved and has been widely applied in fields related to computer vision, becoming the foundation for many computer vision tasks, including security, new retail, motion capture, human-computer interaction, and more. Now, the popular human pose recognition has also been … Read more
Produced by Big Data Digest Compiled by: Hong Yingfei, Ning Jing PyTorch, one of the deep learning framework libraries, is an open-source deep learning platform from Facebook that provides seamless transition from research prototypes to production deployment. This article aims to introduce the basics of PyTorch, helping beginners write initial Python PyTorch code in 4 … Read more
Pytorch-Lightning: A Simplified Framework for Python Deep Learning! Pytorch-Lightning is a lightweight framework based on PyTorch, specifically designed to simplify the training process of deep learning models. It abstracts common coding patterns, allowing you to focus on building models without getting bogged down in cumbersome details. Today, we’ll discuss the basic usage of this framework … Read more
Produced by Big Data Digest Source: eisenjulian Compiled by: Zhou Jiale, Qian Tianpei Using deep learning libraries like TensorFlow and PyTorch to write a neural network is no longer a novelty. But do you know how to elegantly build a neural network using Python and NumPy? Nowadays, there are many deep learning frameworks available, equipped … Read more
[Python Practical] Image Recognition Secrets: Master AI as Your Assistant! Hello everyone, I am Deep Learning Engineer Xiao K! Do you remember the excitement of implementing image recognition with Python for the first time? A simple piece of code can make computers “understand” images, it’s simply magical! Today, let’s explore the wonderful world of image … Read more
OpenCV, an image recognition engine, is an open-source computer vision library. The name comes from “Open Source Computer Vision Library,” and it is well-known in the fields of image processing and machine vision. With OpenCV, we can easily read, edit, and analyze images. Supported features include image filtering, edge detection, shape recognition, face detection, and … Read more
Introduction to Image Recognition: OpenCV Basics Today, I will introduce a revolutionary Python library in the field of computer vision—OpenCV. Whether you are a novice in image processing or an expert in computer vision, OpenCV is an indispensable assistant. Basic Introduction and Core Features OpenCV (Open Source Computer Vision Library) is a powerful open-source computer … Read more
Hello everyone, I am Python Dog Brother! Today I want to share a particularly interesting topic – deep learning image recognition. Many friends might find this field very profound, but with the help of modern tools and frameworks, we can easily implement image recognition functionality. Let’s embark on this magical journey together! Environment Preparation First, … Read more
Image classification sounds profound? Don’t worry! With Cursor, this AI programming tool, not only can we save our hair, but we can also code like the wind. Today, I’ll take you on a journey to create an automated image recognition project that is simple and fun. No need to thank me. What is Cursor? What … Read more