Contains code for my model reproducibility experiments. Report attached.
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Leveraging Transfer Learning on the classic CIFAR-10 dataset by using the weights from a pre-trai...
A library that includes pure TF/Keras preprocessing and augmentation layers, providing support fo...
Minimal implementation of PAWS (https://arxiv.org/abs/2104.13963) in TensorFlow.
Deep learning codes and projects using Python
A non-exhaustive collection of vision transformer models implemented in TensorFlow.
A TensorFlow 2.x implementation of Masked Autoencoders Are Scalable Vision Learners
ConvNeXt conversion code for PT to TF along with evaluation code on ImageNet-1k val.
TensorFlow/Keras experiments on computer vision and natural language processing
Includes PyTorch -> Keras model porting code for ConvNeXt family of models with fine-tuning and i...
Includes PyTorch -> Keras model porting code for DeiT models with fine-tuning and inference noteb...
This project shows how to build a simple handwriting recognizer in Keras with the IAM dataset.
Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.
Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.
Showcase some machine learning algorithms.
Contains additional materials for two keras.io blog posts.