Image Recognition with Deep Learning

Centering on deep learning techniques applied to image recognition tasks, this cluster investigates state-of-the-art models and architectures that enable efficient classification and recognition of visual data.

image recognition
deep learning
classification
neural networks
data augmentation

43,760 papers

Parent topic: Computer Vision and Object Detection

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Papers Over Time

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Top Papers

Deep Residual Learning For Image Recognition

2016 · 125,300 citations

Deep Learning

2015 · 58,482 citations

ImageNet: A Large-Scale Hierarchical Image Database

2009 · 35,044 citations

ImageNet Large Scale Visual Recognition Challenge

2015 · 25,749 citations

ImageNet Classification With Deep Convolutional Neural Networks

2017 · 25,688 citations

Densely Connected Convolutional Networks

2017 · 25,549 citations

Fully Convolutional Networks For Semantic Segmentation

2015 · 23,007 citations

Mask R-CNN

2017 · 20,239 citations

Fast R-CNN

2015 · 20,072 citations

DeepLab: Semantic Image Segmentation With Deep Convolutional Nets, Atrous Convolution, And Fully Connected CRFs

2018 · 14,019 citations

Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks

2017 · 13,008 citations

SegNet: A Deep Convolutional Encoder-Decoder Architecture For Image Segmentation

2017 · 12,905 citations

Image-to-Image Translation With Conditional Adversarial Networks

2017 · 12,257 citations

CBAM: Convolutional Block Attention Module

2018 · 11,657 citations

Delving Deep Into Rectifiers: Surpassing Human-Level Performance On ImageNet Classification

2015 · 10,984 citations

Xception: Deep Learning With Depthwise Separable Convolutions

2017 · 10,676 citations

Spatial Pyramid Pooling In Deep Convolutional Networks For Visual Recognition

2015 · 7,974 citations

Encoder-Decoder With Atrous Separable Convolution For Semantic Image Segmentation

2018 · 7,488 citations

A Survey On Image Data Augmentation For Deep Learning

2019 · 7,311 citations

Image Super-Resolution Using Deep Convolutional Networks

2016 · 6,925 citations