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bigdata_projects_image_captioning

Projects related to Big Data course will be implemented in this repository.

braindecode

Deep learning software to decode EEG, ECG or MEG signals

compact-transformers

Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)

eeg-atcnet

Attention temporal convolutional network for EEG-based motor imagery classification

eeg-dl

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

grok

grok-1

Grok open release

hiddenlayer

Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.

mixed-segdec-net-comind2021

Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"

mobilevit-pytorch

A PyTorch implementation of "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer".

muse-motorimageryclassification

Record EEG data from a Muse 2 headband using the MInd Monitor app and python osc module. Build and train a CNN model in Keras framework to classify Left-Right Motor Imagery. Make real-time predictions using the trained model.

netron

Visualizer for neural network, deep learning and machine learning models

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

torchview

torchview: visualize pytorch models

transformer

Transformer: PyTorch Implementation of "Attention Is All You Need"

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

visionxformer

Vision Xformers

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch