Mask R-CNN

Kaiming He, Georgia Gkioxari, Piotr Dollár, +1

Object Instance SegmentationScene AnalysisMachine VisionImage AnalysisMachine Learning +11

Feature Pyramid Networks for Object Detection

Tsung-Yi Lin, Piotr Dollár, Ross Girshick, +3

Feature Pyramid NetworksConvolutional Neural NetworkImage AnalysisMachine VisionMachine Learning +12

Focal Loss for Dense Object Detection

Tsung-Yi Lin, Priya Goyal, Ross Girshick, +2

Image ClassificationConvolutional Neural NetworkImage AnalysisMachine VisionMachine Learning +13

Aggregated Residual Transformations for Deep Neural Networks

Saining Xie, Ross Girshick, Piotr Dollár, +2

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersImage Classification +14

Focal Loss for Dense Object Detection

Tsung-Yi Lin, Priya Goyal, Ross Girshick, +2

IEEE Transactions on Pattern Analysis and Machine Intelligence

Image ClassificationConvolutional Neural NetworkImage AnalysisMachine VisionMachine Learning +12

Segment Anything

Alexander M. Kirillov, Eric Mintun, Nikhila Ravi, +9

Scene AnalysisMachine VisionImage AnalysisData ScienceMachine Learning +12

Mask R-CNN

Kaiming He, Georgia Gkioxari, Piotr Dollár, +1

IEEE Transactions on Pattern Analysis and Machine Intelligence

Object Instance SegmentationConvolutional Neural NetworkImage AnalysisMachine LearningMachine Vision +11

Pedestrian Detection: An Evaluation of the State of the Art

Piotr Dollár, Christian Wojek, Bernt Schiele, +1

IEEE Transactions on Pattern Analysis and Machine Intelligence

Scene AnalysisEngineeringFeature DetectionBiometricsPedestrian Detection +14

Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour

Priya Goyal, Piotr Dollár, Ross Girshick, +6

arXiv (Cornell University)

Sgd Minibatch SizeConvolutional Neural NetworkMachine VisionMachine LearningData Science +11

Behavior Recognition via Sparse Spatio-Temporal Features

Piotr Dollár, Vincent Rabaud, Garrison W. Cottrell, +1

EngineeringMachine LearningBehavior RecognitionDirect 3DImage Analysis +17