Segment Anything

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

Scene AnalysisMachine VisionImage AnalysisData ScienceMachine Learning +12

Segment Anything

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

arXiv (Cornell University)

Scene AnalysisMachine VisionMachine LearningData ScienceImage Analysis +10

Accelerating 3D deep learning with PyTorch3D

Justin Johnson, Nikhila Ravi, Jeremy Reizenstein, +4

3D Computer VisionGeometric LearningMachine VisionMachine LearningEngineering +6

SAM 2: Segment Anything in Images and Videos

Nikhila Ravi, Valentin Gabeur, Yuan-Ting Hu, +15

arXiv (Cornell University)

Omnivore: A Single Model for Many Visual Modalities

Rohit Girdhar, Mannat Singh, Nikhila Ravi, +3

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Accelerating 3D Deep Learning with PyTorch3D

Nikhila Ravi, Jeremy Reizenstein, David Novotný, +4

arXiv (Cornell University)

3D Computer VisionGeometric LearningMachine VisionMachine LearningImage Analysis +12

Omni3D: A Large Benchmark and Model for 3D Object Detection in the Wild

Garrick Brazil, Abhinav Kumar, Julian Straub, +3

EngineeringMachine Learning3D Computer VisionImage AnalysisData Science +16

Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis from a Single Image

Ronghang Hu, Nikhila Ravi, Alexander C. Berg, +1

2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Engineering3D ModelingComputer-aided DesignView SynthesisImage Analysis +16

PyTorchVideo

Haoqi Fan, Tullie Murrell, Heng Wang, +13

Video Understanding ToolsImage AnalysisMachine LearningMachine VisionEngineering +11

FACET: Fairness in Computer Vision Evaluation Benchmark

Laura Gustafson, Chloe Rolland, Nikhila Ravi, +5