Milestones in image recognition using CNNs

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)