Milestones in image recognition using CNNs
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Wurde aktualisiert: 12 Okt 2017
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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)
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