Viso.ai

FEBRUARY 11, 2024

2012 – A deep convolutional neural net called AlexNet achieves a 16% error rate. 2015 – Microsoft researchers report that their Convolutional Neural Networks (CNNs) exceed human ability in pure ILSVRC tasks. Their theoretically-best performance is also superior to regular neural networks.

Convolutional Neural Networks 52

Convolutional Neural Networks Computer Vision Neural Network Deep Learning 52

Viso.ai

APRIL 29, 2024

It was introduced by Geoffrey Hinton and his team in 2012, and marked a key event in the history of deep learning, showcasing the strengths of CNN architectures and its vast applications. Before ImageNet, there was no availability of a large dataset to train Deep Neural Networks. What is ImageNet?

Deep Learning 52

Deep Learning Neural Network Convolutional Neural Networks Machine Learning 52

Towards AI

JULY 20, 2023

Introduction to Region with Convolutional Neural Networks (R-CNNs) Photo by Edward Ma on Unsplash Region with Convolutional Neural Network (R-CNN) is proposed by Girshick et al. achieved a very good result in VOC 2012. It changed the object detection field fundamentally.

Convolutional Neural Networks 40

Convolutional Neural Networks Neural Network AI AI 40

Viso.ai

MAY 7, 2024

However, GoogLeNet demonstrated by using the inception module that depth and width in a neural network could be increased without exploding computations. GooLeNet – source Historical Context The concept of Convolutional Neural Networks ( CNNs ) isn’t new. In the original paper, it is set to 0.3.

Explainability 52

Explainability Convolutional Neural Networks Neural Network Deep Learning 52

Flipboard

JULY 31, 2023

Nowadays, with the advent of deep learning and convolutional neural networks, this process can be automated, allowing the model to learn the most relevant features directly from the data. a convolutional neural network), which then learns to map the features of each image to its correct label.

Machine Learning 123

Machine Learning Computer Vision Deep Learning Convolutional Neural Networks 123

Heartbeat

DECEMBER 8, 2023

is well known for his work on optical character recognition and computer vision using convolutional neural networks (CNN), and is a founding father of convolutional nets. in 1998, In general, LeNet refers to LeNet-5 and is a simple convolutional neural network.

Convolutional Neural Networks 52

Convolutional Neural Networks Neural Network Deep Learning LLM 52

Lexalytics

APRIL 5, 2021

This book effectively killed off interest in neural networks at that time, and Rosenblatt, who died shortly thereafter in a boating accident, was unable to defend his ideas. (I Around this time a new graduate student, Geoffrey Hinton, decided that he would study the now discredited field of neural networks.

Neural Network 52

Neural Network Convolutional Neural Networks Natural Language Processing BERT 52

Viso.ai

MAY 31, 2024

This challenge was conducted till 2012, each subsequent year. Pascal VOC Dataset Development The Pascal VOC dataset was developed from 2005 to 2012. provides a robust end-to-end computer vision infrastructure – Viso Suite. It was initiated in 2005 as part of the Pascal Visual Object Classes Challenge.

Computer Vision 52

Computer Vision Convolutional Neural Networks Deep Learning Neural Network 52

Viso.ai

FEBRUARY 19, 2024

To overcome this IP concern – researchers have applied a Convolutional Neural Network (CNN) to detect plagiarized text and images as well as problematic deepfakes on the internet. Also, deep learning using CNNs and RNNs (Recurrent Neural Networks) was used to extract features automatically.

Computer Vision 52

Computer Vision Deep Learning Convolutional Neural Networks Neural Network 52

deepsense.ai

MAY 7, 2023

Next, we embed the images using an Inception-based [ 5 ] neural network. This solution is based on several Convolutional Neural Networks that work in a cascade fashion to locate the face with some landmarks in an image. 2022 [link] Going deeper with convolutions , Szegedy et al.

Neural Network 52

Neural Network Convolutional Neural Networks Explainability Deep Learning 52

Heartbeat

DECEMBER 14, 2023

is well known for his work on optical character recognition and computer vision using convolutional neural networks (CNN), and is a founding father of convolutional nets. in 1998, In general, LeNet refers to LeNet-5 and is a simple convolutional neural network. > Finished chain. . >

Convolutional Neural Networks 52

Convolutional Neural Networks Neural Network Deep Learning Computer Scientist 52

Viso.ai

DECEMBER 21, 2023

From the development of sophisticated object detection algorithms to the rise of convolutional neural networks (CNNs) for image classification to innovations in facial recognition technology, applications of computer vision are transforming entire industries. Thus, positioning him as one of the top AI influencers in the world.

Convolutional Neural Networks 52

Convolutional Neural Networks Neural Network Computer Vision Deep Learning 52