Ross Wightman (rwightman)

rwightman

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Location:Vancouver, BC

Home Page:rwightman.com

Twitter:@wightmanr

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Ross Wightman's repositories

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

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gen-efficientnet-pytorch

Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS

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efficientdet-pytorch

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

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posenet-python

A Python port of Google TensorFlow.js PoseNet (Real-time Human Pose Estimation)

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posenet-pytorch

A PyTorch port of Google TensorFlow.js PoseNet (Real-time Human Pose Estimation)

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pytorch-dpn-pretrained

Dual Path Networks (DPN) supporting pretrained weights converted from original MXNet implementation

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udacity-driving-reader

Quick docker based reader for udacity rosbag self-driving dataset. Dumps to png/jpg + csv or Tensorflow examples.

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efficientnet-jax

EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax

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pytorch-pretrained-gluonresnet

Well trained MXNet Gluon Model Zoo ResNet/ResNeXt/SE-ResNeXt ported to PyTorch

pytorch-commands

Some PyTorch code for the Kaggle Speech Recognition Challenge

pytorch-opensim-rl

PyTorch based Reinforcement Learning for OpenSim Prosthetics and Learning to Run environments

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img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

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obstacle-tower-pytorch-rainbow

PyTorch & Rainbow for Obstacle Tower Challenge

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open_clip

An open source implementation of CLIP.

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automl

Google Brain AutoML

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vision

Datasets, Transforms and Models specific to Computer Vision

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kinetics-download-prep

Download kinetics and prepare '.json' annotations for each subset

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maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

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obstacle-tower-pytorch-a2c-ppo

PPO/A2C in PyTorch for the Obstacle Tower Challenge

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optax

Optax is a gradient processing and optimization library for JAX.

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deep-neuroevolution

Deep Neuroevolution

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DensePose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

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detectron2

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

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graphcore-examples

Example code and applications for machine learning on Graphcore IPUs

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mmdetection

Open MMLab Detection Toolbox and Benchmark

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poet

Paired Open-Ended Trailblazer (POET) and Enhanced POET

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