Ross Wightman
BuilderVancouver
@rwightman
ML Engineer at Hugging Face. Creator of timm (PyTorch Image Models), the definitive collection of SOTA vision model implementations.
Skills
Looking For
Research Foundations (3)
Learning Transferable Visual Models From Natural Language Supervision
Used by: timm (PyTorch Image Models)
ImageNet: A Large-Scale Hierarchical Image Database
Used by: timm (PyTorch Image Models)
Action Recognition with Trajectory-Pooled Deep-Convolutional Descriptors
Used by: timm (PyTorch Image Models)
Projects (1)
The definitive collection of state-of-the-art computer vision model implementations. 800+ pretrained models including EfficientNet, Vision Transformers, and ConvNeXt.
Built on research:
AI Suggested Researchers
Researchers whose work may be relevant to your projects (auto-detected)
Andrew Zisserman
University of Oxford
Ross Girshick
Anthropic (via Vercept)
Liang-Chieh Chen
Google DeepMind
Hengshuang Zhao
University of Hong Kong
AI Suggested Papers
Papers that may have inspired your projects (auto-detected by domain & keyword analysis)
For timm (PyTorch Image Models):
Deep Residual Learning for Image Recognition
CVPR 2016 · 2015 · 220,000 citations
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
IEEE TPAMI · 2017 · 14,000 citations
Very Deep Convolutional Networks for Large-Scale Image Recognition
ICLR 2015 · 2015 · 92,000 citations