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Milestones in image recognition using CNNs
Created by
Rose
⟶ Updated 12 Oct 2017 ⟶
List of edits
Timelines by
Rose
:
11 Oct 2017
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0
215
CNN Timeline
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Events
Handwitten digit recognition (LeCun et al.)
Localisation of objects (Vaillant, Monrocq & LeCun)
Face position recognition (Lawrence, Giles, Tsoi & Back)
"LeNet-5" Document recognition (LeCun, Bottou, Bengio & Haffner )
Character and handwriting recognition (Simard, Steinkraus & Platt)
"Convolutional Face Finder" Face detection (Garcia & Delakis)
Traffic sign classification (Ciresan, Meier, Masci, & Schmidhuber)
Biological image segmentation (Ning et al.)
Pose estimation (Osadchy, LeCun & Miller)
Autonomous off-road driving (Hadsell et al.)
Aerial map recognition (Mnih & Hinton)
Feature heirarchies (Kavukcuoglu et al.)
Traffic sign recognition (Sermanet & LeCun)
"AlexNet" Image retrieval (Krizhevsky, Sutskever & Hinton)
"AlexNet" Image classification (Krizhevsky, Sutskever & Hinton)
Scene parsing & feature learning (Farabet, Couprie, Najman & LeCun)
Segmentation (Farabet, Couprie, Najman & LeCun)
Pedestrian detection (Sermanet, Kavukcuoglu, Chintala, & LeCun)
"DetectorNet" Object detection (Szegedy, Toshev & Erhan)
"DeepFace" Facial recognition (Taigman, Yang, Ranzato & Wolf )
Video recognition (Simonyan & Zisserman)
"DeepPose" Human pose recognition (Toshev & Szegedy )
Game playing (Guo, Singh, Lee, Lewis & Wang)
Image captioning (Vinyals, Toshev, Bengio & Erhan)
Object localisation (Tompson, Goroshin, Jain, LeCun & Bregler)
Classification of galaxies (Dieleman, Willett & Dambre)
"Faster R-CNN" Near real-time object detection (Ren, He, Girshick & Sun)
