Say Hello to Artificial Intelligence
Say Hello to Artificial Intelligence
DATASETS IN AI AND ML A Christmas Tale – The Importance of Labels. A label on a gift box can convey a number of things. The obvious reason being who it’s for and who has sent the gift. One can also attach heartfelt sentiments giving a guess of what might be inside, but what is …
YOLO (You only look once) is the state-of-the-art, real-time system built on deep learning for solving object detection problems. YOLO, a new approach to object detection. Prior work on object detection repurposes classifiers to perform detection. Instead, we frame object detection as a regression problem to spatially separated bounding boxes and associated class probabilities. A …
What is OCR? OCR is one of the well-known computer vision techniques that is used to extract text from an image. Lets take an Example. Have you ever broken a traffic rule? Uncool, but you must have gotten an online challan of the fine youneed to pay. The way the traffic department recognizes your number …
As we know artificial intelligence is transforming many fields. Deep learning is one of the starts of the art model from a few decades. Convolutional neural network si one of the well know deep learning model. most of the time we train the model but we all think about that how we test the model …
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A convolutional neural network, or CNN, is a deep learning neural network designed for processing structured arrays of data such as images. Convolutional neural networks are widely used in computer vision and have become the state of the art for many visual applications such as image classification, and have also found success in natural language …
One of the major causes behind the casualties of people in road accidents is driver’s drowsiness. After continuous driving for a long time, drivers easily get tired resulting in driver fatigue and drowsiness. Every year many people lose their lives due to fatal road accidents around the world and drowsy driving is one of the …
Data augmentation is a technique to enhance images such as including width and height shift by factor of 0.1, vertical and horizontal flip mode, and rotates the image. Data augmentation is a method to enhance the number of images. It is one of the helpful technique for enhancing robustness, improving accuracy, and preventing over-fitting for …
What Is Computer Vision? Computer vision is a technology based on image processing and synthesis. It usually involves machine learning/deep learning and allows AI to simulate human vision. This technology aims to save time by automating manual image analysis and achieving a higher level of accuracy. For this purpose, an algorithm is fed with avast …
Self-Supervised Learning (Self-Supervised Learning) is a new paradigm between unsupervised and supervised learning, which aims to reduce the challenging demand for large amounts of annotated data. It provides some kind of supervision signals for feature learning by defining annotation-free pretext tasks. The term self-supervised learning (SSL) has been used (sometimes differently) in different contexts and fields, such …
CNN are one of the most popular models used today. This neural network computational model uses a variation of multilayer perceptrons and contains one or more convolutional layers that can be either entirely connected or pooled. These convolutional layers create feature maps that record a region of image which is ultimately broken into rectangles and …