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Hoan Nguyen's Projects

autodistill icon autodistill

Images to inference with no labeling (use foundation models to train supervised models)

bricks icon bricks

Making Python machine learning prototype like playing Lego bricks.

deepface icon deepface

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

exploring-t5 icon exploring-t5

A repo to explore different NLP tasks which can be solved using T5

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

fastface icon fastface

Light Face Detection using PyTorch Lightning

fasttext icon fasttext

Library for fast text representation and classification.

nearpy icon nearpy

Python framework for fast (approximated) nearest neighbour search in large, high-dimensional data sets using different locality-sensitive hashes.

pokemon_classifier icon pokemon_classifier

Pokemon Classifier for Siraj Raval's coding challenge on https://www.youtube.com/watch?v=0xVqLJe9_CY

pybossa icon pybossa

PYBOSSA is the ultimate crowdsourcing framework (aka microtasking) to analyze or enrich data that can't be processed by machines alone.

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

spacy icon spacy

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

spacymoji icon spacymoji

[Not used at the moment; forked to attempt a bugfix] 💙 Emoji handling and meta data for spaCy with custom extension attributes

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

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