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