Viso.ai

OCTOBER 7, 2024

billion tons of municipal solid waste was generated globally in 2016 with experts predicting a steep rise to 3.40 Object Detection : Computer vision algorithms, such as convolutional neural networks (CNNs), analyze the images to identify and classify waste types (i.e., As per the World Bank, 2.01 billion tons in 2050.

Convolutional Neural Networks 52

Convolutional Neural Networks Computer Vision Neural Network Robotics 52

John Snow Labs

MAY 23, 2023

Visual question answering (VQA), an area that intersects the fields of Deep Learning, Natural Language Processing (NLP) and Computer Vision (CV) is garnering a lot of interest in research circles. For visual question answering in Deep Learning using NLP, public datasets play a crucial role. Is aqua the maximum?

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Viso.ai

DECEMBER 6, 2024

Object Detection with Deep Learning for traffic analytics with a video stream Vehicles can recognize the appearance of the cyclist, pedestrian, or car in front of them thanks to class-specific object detection. 2016) introduced a unified framework to detect both cyclists and pedestrians from images.

Computer Vision 52

Computer Vision Convolutional Neural Networks Neural Network Deep Learning 52

Viso.ai

MAY 7, 2024

GoogLeNet’s deep learning model was deeper than all the previous models released, with 22 layers in total. Increasing the depth of the Machine Learning model is intuitive, as deeper models tend to have more learning capacity and as a result, this increases the performance of a model.

Explainability 52

Explainability Neural Network Convolutional Neural Networks Deep Learning 52

Viso.ai

JULY 17, 2024

Image analogies patch-based texture in-filling for artistic rendering – source The field of Neural style transfer took a completely new turn with Deep Learning. With deep learning, the results were impressively good. Here is the journey of NST. Gatys et al. 2015) The research paper by Leon A. Johnson et al.

Convolutional Neural Networks 52

Convolutional Neural Networks Neural Network Computer Vision Deep Learning 52

ML Review

JUNE 4, 2018

However, in 2014 a number of high-profile AI labs began to release new approaches leveraging deep learning to improve performance. The first paper, to the best of our knowledge, to apply neural networks to the image captioning problem was Kiros et al. Attention can enable our inspection and debugging of networks.

Neural Network 52

Neural Network Convolutional Neural Networks Computer Vision Deep Learning 52

Lexalytics

APRIL 5, 2021

They were not wrong: the results they found about the limitations of perceptrons still apply even to the more sophisticated deep-learning networks of today. 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.

Neural Network 52

Neural Network Convolutional Neural Networks Natural Language Processing BERT 52

Mlearning.ai

JUNE 16, 2023

The common practice for developing deep learning models for image-related tasks leveraged the “transfer learning” approach with ImageNet. Practitioners first trained a Convolutional Neural Network (CNN) to perform image classification on ImageNet (i.e. What Makes ImageNet Good for Transfer Learning?”

Convolutional Neural Networks 52

Convolutional Neural Networks Computer Vision AI AI 52

Viso.ai

NOVEMBER 27, 2024

Multiple machine-learning algorithms are used for object detection, one of which is convolutional neural networks (CNNs). To learn more, book a demo with our team. The YOLO approach is to apply a single convolutional neural network (CNN) to the full image.

Explainability 52

Explainability Convolutional Neural Networks Neural Network Computer Vision 52

Viso.ai

MAY 1, 2024

Deep learning and Convolutional Neural Networks (CNNs) have enabled speech understanding and computer vision on our phones, cars, and homes. Thus, the researchers can collect data in multiple homes, which will, in turn, employ SaaS machine learning, and will control the deployed robots. Stone and R.

Robotics 52

Robotics Convolutional Neural Networks Computer Vision Deep Learning 52

Viso.ai

DECEMBER 18, 2023

Viso Suite is the end-to-end, No-Code Computer Vision Platform for Businesses – Learn more What is YOLO You Only Look Once (YOLO) is an object-detection algorithm introduced in 2015 in a research paper by Joseph Redmon, Santosh Divvala, Ross Girshick, and Ali Farhadi. The essential mechanics of an object detection model – source.

Computer Vision 52

Computer Vision Convolutional Neural Networks Neural Network Algorithm 52

Viso.ai

MAY 20, 2023

Most algorithms use a convolutional neural network (CNN) to extract features from the image to predict the probability of learned classes. The original YOLO object detector was first released in 2016. As a result, YOLOv7 requires several times cheaper computing hardware than other deep learning models.

Algorithm 52

Algorithm Computer Vision Deep Learning Neural Network 52

deepsense.ai

MAY 7, 2023

We talked about diffusion in deep learning, models that utilize it to generate images, and several ways of fine-tuning it to customize your generative model. All of that can leave even the toughest deep-learning practitioner confused. 2022 [link] Going deeper with convolutions , Szegedy et al. But don’t worry!

Neural Network 52

Neural Network Convolutional Neural Networks Explainability Deep Learning 52

Explosion

NOVEMBER 21, 2019

In 2016 we trained a sense2vec model on the 2015 portion of the Reddit comments corpus, leading to a useful library and one of our most popular demos. spaCy’s default token-vector encoding settings are a depth 4 convolutional neural network with width 96, and hash embeddings with 2000 rows. s2v_freq vector = doc[3:6]._.s2v_vec

NLP 52

NLP Convolutional Neural Networks Neural Network Natural Language Processing 52

AI Weekly

JUNE 29, 2023

In the News Next DeepMind's Algorithm To Eclipse ChatGPT IN 2016, an AI program called AlphaGo from Google’s DeepMind AI lab made history by defeating a champion player of the board game Go. Powered by pluto.fi techxplore.com Sponsor Your AI investing Co-Pilot With Pluto you can: ?

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ML Review

MAY 3, 2018

Much the same way we iterate, link and update concepts through whatever modality of input our brain takes — multi-modal approaches in deep learning are coming to the fore. While an oversimplification, the generalisability of current deep learning approaches is impressive.

Neural Network 52

Neural Network Computer Vision Deep Learning NLP 52

Marek Rei

JANUARY 17, 2018

The only filter that I applied was to exclude papers older than 2016, as the goal is to give an overview of the more recent work. On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems Pei-Hao Su, Milica Gasic, Nikola Mrksic, Lina Rojas-Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve Young.

Machine Learning 40

Machine Learning NLP Neural Network Convolutional Neural Networks 40

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.

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