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3d-machine-learning

A resource repository for 3D machine learning

3d-point-cloud-generation

Learning Efficient Point Cloud Generation for Dense 3D Object Reconstruction :grapes: (AAAI 2018)

aachen-heerlen-annotated-steel-microstructure-analysis-code

This is the supporting code for the Aachen-Heerlen Annotated Steel Microstructure Dataset.

adamantine

Software to simulate heat transfer for additive manufacturing

additive-manufacturing

OpenFOAM solver for additive manufacturing including thermo-elastic-plastic stress analysis.

aida-dataset-register.github.io

Information on datasets shared on the AIDA data hub.

anatomicallandmarks

Implementation of our MICCAI and invited IJCARS paper on detecting anatomical landmarks of the pelvis in X-ray images from arbitrary views.

annotated_deep_learning_paper_implementations

🧑‍🏫 59 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, ... 🧠

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

asmdataset

Building CNN architecture for microstructures processing

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

awesome-rl

Reinforcement learning resources curated

awesome-tips

awesome-transformer-attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

bimm

Repository for the Blurred Interface Mixture Model (BIMM) for analysis of tomography data.

cipher

A phase-field simulation tool for microstructure evolution in multi-component alloy systems

conditional-gan-for-garments-virtual-try-on

Conditional StyleGAN2 for virtual try on guided by densepose

conditional-logo-generation-with-stylegan2

Logo generation based on general shape

conditional_stylegan2_pytorch

conditionalstylegan

Conditional implementation for NVIDIA's StyleGAN architecture

ct-image-deeplearningregression

Detect Defect Area in Cranial CT Scan Images Using CNN and ResNet

ctpelvic1k

Resources of the paper “Deep Learning to Segment Pelvic Bones: Large-scale CT Datasets and Baseline Models”.

dash-sample-apps

Open-source demos hosted on Dash Gallery

dash-slides

Make easy interactive slides in Python with Dash.

data-resources-for-materials-science

A list of databases, datasets and books/handbooks where you can find materials properties for machine learning applications.

data-science-interviews

Data science interview questions and answers

datasets

Visualization of electron microscopy datasets with deep learning

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"