Pretrained Models and Data Leveraging

By pjain      Published Jan. 5, 2020, 11:04 p.m. in blog AI-Analytics-Data   

Pretrained by Domain

Pretrained Models Overview HowTo

TL Image Classification

CNN

NLP

NLP TL Overview 101

  • https://ruder.io/state-of-transfer-learning-in-nlp/

BERT nlp

  • huggingface.co/transformers
  • https://mccormickml.com/2019/07/22/BERT-fine-tuning/

gensim

  • https://radimrehurek.com/gensim/auto_examples/howtos/run_downloader_api.html

Chatbots

  • r
  • https://www.topbots.com/ai-nlp-research-pretrained-language-models/

Scrapers

Model Managers - Open source platforms

Keras.io

Pytorch

TensorFlow Hub

ONNX.ai

Caffe2.ai

MXNet

Model Managers Commercial, Startups

Nvidia Transfer Learning Toolkit

  • https://developer.nvidia.com/transfer-learning-toolkit

Intel

modeldepot.io

Modelzoo

Smaller

References and Resources

Lists of Pretrained Models

Video


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