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Vim-awsome

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Algorithms

AI

Deeplearning

Computer vision

  • liaopeiyuan/TransferDet This is the repository containing team OverFeat's submission to CVPPP 2020's Wheat Detection Challenge (2/2245)

Segmentic

Document layout analysis


  • IBM data
  • phamquiluan/PubLayNet: PubLayNet is a large dataset of document images, of which the layout is annotated with both bounding boxes and polygonal segmentations. For more information, see PubLayNet original
  • BobLd/DocumentLayoutAnalysis: not considere scanned documents, but classic pdf documents and leverage all available information (e.g. letters bounding boxes, fonts).

Labeling

NLP

  • pytorch/fairseq Fairseq(-py) is a sequence modeling toolkit that allows researchers and developers to train custom models for translation, summarization, language modeling and other text generation tasks.
  • fastai/fastai fastai simplifies training fast and accurate neural nets using modern best practices
  • pytorch/text Some basic NLP building blocks (tokenizers, metrics, functionals etc.) NLP workflows with PyTorch and torchtext library.
  • deepmipt/DeepPavlov development of production ready chat-bots and complex conversational systems, research in the area of NLP and, particularly, of dialog systems.
  • facebookresearch/ParlAI ParlAI (pronounced “par-lay”) is a python framework for sharing, training and testing dialogue models, from open-domain chitchat, to task-oriented dialogue, to visual question answering.
  • allenai/allennlp An Apache 2.0 NLP research library, built on PyTorch, for developing state-of-the-art deep learning models on a wide variety of linguistic tasks.
  • text-analytics-with-python

Sentiment analysis

Problems

Deployment

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