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albumentations-team/albumentations
albumentations-team/albumentations PublicFast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
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FineTuningViT
FineTuningViT PublicFine-tuned a ViT on the Oxford Pets dataset to reproduce the results from the original paper using HuggingFace.
Jupyter Notebook
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MNISTNumPyNet
MNISTNumPyNet PublicThis is a simple implementation of a neural network from scratch using numpy. The neural network is trained on the MNIST dataset. The neural network uses backpropagation to update the weights.
Python
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MNIST-Written-Digit-Detection
MNIST-Written-Digit-Detection PublicExplores many Machine Learning techniques to solve the trivial MNIST dataset. Uses a CNN to identify digits drawn onto the screen.
Jupyter Notebook 1
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