kaggle,

Show US the Data Kaggle

Named Entity Recognition using Hugging Face

Posted on June 23, 2021 | 8 minutes |

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NLP NER token-classification hugging-face pytorch kaggle

Jigsaw Toxic Comment Kaggle

Notes on Team Lingua Franca's solution

Posted on December 6, 2020 | 7 minutes |

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kaggle, nlp, classification, pseudo-label, semi-supervised, deep-learning

Google Landmark Recognition Kaggle 2020

Notes on Team PD's solution

Posted on November 17, 2020 | 11 minutes |

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kaggle, solution, google-landmark-recognition, computer-vision, metric-learning, global-average-precision, classification, metric-learning, embedding, cos-similarity

Grad-CAM in Deepfake Face Recognition

Where's the CNN looking at?

Posted on April 14, 2020 | 10 minutes |

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gradient, CAM, Grad-CAM, deep-learning, CNN, hooks, efficientnet-b1, deepfakes, kaggle, dfdc, RetinaFace, holoviews, context-manager

New Fastai to be Released

A quick play with its APIs for segmentation with Unet

Posted on November 23, 2019 | 13 minutes |

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deep-learning, Kaggle, fastai2, segmentation, Unet, Transform, Pipeline,