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3d-machine-learning

A resource repository for 3D machine learning

aicp

Code to reproduce the experimental results from the paper "Active Invariant Causal Prediction: Experiment Selection Through Stability", by Juan L Gamella and Christina Heinze-Deml.

alipay

Python Alipay(支付宝) SDK with SHA1/SHA256 support

api-samples

Code samples for YouTube APIs, including the YouTube Data API, YouTube Analytics API, and YouTube Live Streaming API. The repo contains language-specific directories that contain the samples.

blenderproc

A procedural blender pipeline to generate images for deep learning

cellular_image_classification

Kaggle competition 2019: Recursion Cellular Image Classification. The solution of the team ranked as 26/866 (top 3.0%; silver medal).

convnext

Code release for ConvNeXt model

deeplearning-models

A collection of various deep learning architectures, models, and tips

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

houdini

HOUDINI: Lifelong Learning as Program Synthesis

hover_net

Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.

image_navigation_python

Python demo to our CVPR'19 publication: Mapping, Localization and Path Planning for Image-based Navigation using Visual Features and Map

implicit-normalizing-flows

Code for "Implicit Normalizing Flows" (ICLR 2021 spotlight)

kaggle-rcic-1st

1st Place Solution for Kaggle Recursion Cellular Image Classification Challenge -- https://www.kaggle.com/c/recursion-cellular-image-classification/

mlp1

pixel2style2pixel

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

residual-flows

code for "Residual Flows for Invertible Generative Modeling".

restyle-encoder

Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699

stylegan2-encoder-pytorch

PyTorch Implementation of In-Domain GAN Inversion for StyleGAN2

stylegan2-pytorch

Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch

stylegan3

Official PyTorch implementation of StyleGAN3

stylegan3-editing

Official Implementation of "Third Time's the Charm? Image and Video Editing with StyleGAN3" https://arxiv.org/abs/2201.13433

swd

unsupervised video and image generation

tensorboard

TensorFlow's Visualization Toolkit

tensorflow

An Open Source Machine Learning Framework for Everyone

video-diffusion-pytorch

Implementation of Video Diffusion Models, Jonathan Ho's new paper extending DDPMs to Video Generation - in Pytorch

wgan-div

wilds

A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.