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A Python framework for Automated Machine Learning (AutoML), hyperparameter tunning and program synthesis in general.
automl python machine-learning code
Matplotlib Style Configurator
Ever wondered what all those matplotlib rc parameters do? Here's a interactive plot style customizer, made with Streamlit.
matplotlib streamlit code demo
PyTorch CNN Trainer
A simple package to fine-tune CNNs from torchvision and Pytorch Image models by Ross Wightman.
torchvision convolutional-neural-networks pytorch training
Label Studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format.
annotation natural-language-processing computer-vision library
Fast image augmentation library and easy to use wrapper around other libraries.
data-augmentation computer-vision demo notebook
Discovering Symbolic Models from Deep Learning w/ Inductive Bias
A general approach to distill symbolic representations of a learned deep model by introducing strong inductive biases.
symbolic-models inductive-bias graph-neural-networks graphs
Indian Paper Currency Prediction
The trained model takes an image (Indian Paper Currency) as an input and predict the class of image from 10, 20, 50, 100, 200, 500, 2000 denomination.
keras image-classification flask aws
Arabic Font Classification
Tackling the visual font recognition problem for Arabic fonts by synthesizing data and addressing domain mismatch challenges.
visual-font-recognition domain-adaptation dataset code
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