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Reference Papers

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Computer Vision:

  1. OpenFacePytorch: PyTorch module to use OpenFace's nn4.small2.v1.t7 model
  2. img_classification_pk_pytorch: Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)
  3. SparseConvNet: Submanifold sparse convolutional networks.
  4. Convolution_LSTM_pytorch: A multi-layer convolution LSTM module
  5. face-alignment: 🔥 2D and 3D Face alignment library build using pytorch adrianbulat.com
  6. pytorch-semantic-segmentation: PyTorch for Semantic Segmentation.
  7. RoIAlign.pytorch: This is a PyTorch version of RoIAlign. This implementation is based on crop_and_resize and supports both forward and backward on CPU and GPU.
  8. pytorch-cnn-finetune: Fine-tune pretrained Convolutional Neural Networks with PyTorch.
  9. detectorch: Detectorch - detectron for PyTorch
  10. Augmentor: Image augmentation library in Python for machine learning. http://augmentor.readthedocs.io
  11. s2cnn: This library contains a PyTorch implementation of the SO(3) equivariant CNNs for spherical signals (e.g. omnidirectional cameras, signals on the globe)
  12. TorchCV: A PyTorch-Based Framework for Deep Learning in Computer Vision.
  13. maskrcnn-benchmark: Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
  14. image-classification-mobile: Collection of classification models pretrained on the ImageNet-1K.
  15. medicaltorch: A medical imaging framework for Pytorch http://medicaltorch.readthedocs.io
  16. albumentations: Fast image augmentation library.
  17. kornia: Differentiable computer vision library.
  18. pytorch-text-recognition: Text recognition combo - CRAFT + CRNN.
  19. facenet-pytorch: Pretrained Pytorch face detection and recognition models ported from davidsandberg/facenet.
  20. detectron2: Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
  21. vedaseg: A semantic segmentation framework by pyotrch
  22. ClassyVision: An end-to-end PyTorch framework for image and video classification.
  23. detecto:Computer vision in Python with less than 10 lines of code
  24. pytorch3d: PyTorch3D is FAIR's library of reusable components for deep learning with 3D data pytorch3d.org
  25. MMDetection: MMDetection is an open source object detection toolbox, a part of the OpenMMLab project.
  26. neural-dream: A PyTorch implementation of the DeepDream algorithm. Creates dream-like hallucinogenic visuals.
  27. FlashTorch: Visualization toolkit for neural networks in PyTorch!
  28. Lucent: Tensorflow and OpenAI Clarity's Lucid adapted for PyTorch.
  29. MMDetection3D: MMDetection3D is OpenMMLab's next-generation platform for general 3D object detection, a part of the OpenMMLab project.
  30. MMSegmentation: MMSegmentation is a semantic segmentation toolbox and benchmark, a part of the OpenMMLab project.
  31. MMEditing: MMEditing is a image and video editing toolbox, a part of the OpenMMLab project.
  32. MMAction2: MMAction2 is OpenMMLab's next generation action understanding toolbox and benchmark, a part of the OpenMMLab project.
  33. MMPose: MMPose is a pose estimation toolbox and benchmark, a part of the OpenMMLab project.
  34. lightly - Lightly is a computer vision framework for self-supervised learning.

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