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annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

atomagined

Main page for the 'atomagined' database. The 'atomagined' database contains synthetic atomic-resolution HAADF STEM images for select ICSD structure prototypes

awesome-mlss

List of summer schools in machine learning + related fields across the globe

awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

bfe

cityscapesscripts

README and scripts for the Cityscapes Dataset

coursera-ai-for-medicine-specialization

Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai

deep-learning-assisted-multivariate-analysis

This repo holds code for Deep Learning-assisted Multivariate Analysis for Nanoscale Characterisation of Heterogeneous Beam-sensitive Materials.

deeplearningexamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

high-entropy-alloy-with-ann

jitor_segformer

jittor

Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators.

madewithml

Learn how to responsibly deliver value with ML.

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

nanomphil

openmmlabcamp

pycroscopy

Scientific analysis of nanoscale materials imaging data

pytorchtutorial

PyTorch Tutorials from my YouTube channel

segformer

Official PyTorch implementation of SegFormer

segformer-for-arbitary-dataset

segmentation_pytorch

Simple image segmentation pipeline in pytorch, using HRNet and SegFormer models

transformers

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

transunet

unet-family

Paper and implementation of UNet-related model.

unet_carvana_kaggle

wavelet-fft-transform

Numerical techniques for ring artifact removal in tomography.

youtube-tutorials