brucemuller

brucemuller's Stars

• pytorch/pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  Language:Python84.5k1.7k46.9k22.8k

• chenfei-wu/TaskMatrix

  Language:Python34.6k3013553.3k

• google-research/google-research

  Google Research

  Language:Jupyter Notebook34.4k7541.3k7.9k

• Lightning-AI/pytorch-lightning

  Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

  Language:Python28.5k2507.1k3.4k

• fastai/fastai

  The fastai deep learning library

  Language:Jupyter Notebook26.3k6031.8k7.6k

• NVIDIA/apex

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

  Language:Python8.4k1001.2k1.4k

• allegroai/clearml

  ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

  Language:Python5.7k971.1k657

• CSAILVision/semantic-segmentation-pytorch

  Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

  Language:Python4.9k1262421.1k

• dsgiitr/d2l-pytorch

  This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

  Language:Jupyter Notebook4.2k166211.2k

• meetps/pytorch-semseg

  Semantic Segmentation Architectures Implemented in PyTorch

  Language:Python3.4k106222796

• zhanghang1989/PyTorch-Encoding

  A CV toolkit for my papers.

  Language:Python2k42357452

• rpautrat/SuperPoint

  Efficient neural feature detector and descriptor

  Language:Jupyter Notebook1.9k34297425

• waleedka/hiddenlayer

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

  Language:Python1.8k4489267

• mapillary/inplace_abn

  In-Place Activated BatchNorm for Memory-Optimized Training of DNNs

  Language:Python1.3k39231187

• clcarwin/focal_loss_pytorch

  A PyTorch Implementation of Focal Loss.

  Language:Python9651214227

• WarBean/tps_stn_pytorch

  PyTorch implementation of Spatial Transformer Network (STN) with Thin Plate Spline (TPS)

  Language:Python9312718155

• fxia22/stn.pytorch

  pytorch version of spatial transformer networks

  Language:Jupyter Notebook588162287

• locuslab/SATNet

  Bridging deep learning and logical reasoning using a differentiable satisfiability solver.

  Language:Python406351752

• vislearn/ngransac

  Neural-Guided RANSAC for Estimating Epipolar Geometry from Sparse Correspondences

  Language:Python306142244

• Spandan-Madan/A-Collection-of-important-tasks-in-pytorch

  Everyday things people use in Pytorch. No need to spend hours reading Pytorch forums trying to find them!

  Language:HTML27913453

• tynguyen/unsupervisedDeepHomographyRAL2018

  Unsupervised Deep Homography: A Fast and Robust Homography Estimation Model

  Language:Python278123381

• ignacio-rocco/cnngeometric_pytorch

  CNNGeometric PyTorch implementation

  Language:Python275152580

• yanx27/3DGNN_pytorch

  3D Graph Neural Networks for RGBD Semantic Segmentation

  Language:Python23051643

• hav4ik/Hydra

  Multi-Task Learning Framework on PyTorch. State-of-the-art methods are implemented to effectively train models on multiple tasks.

  Language:Python14811415

• elnino9ykl/PASS

  Panoramic Annular Semantic Segmentation

  Language:Jupyter Notebook36428

• kamenbliznashki/spatial_transformer

  Pytorch reimplementation of Spatial Transformer Networks and Inverse Compositional STN

  Language:Python34419

• ThomIves/MatrixInverse

  Python Code to Efficiently Inverse a Matrix

  Language:Jupyter Notebook343213

• ilkedemir/SkelNetOn

  The repo for the website and scripts of the Workshop on Deep Learning for Geometric Shape Understanding at CVPR 2019.

  Language:Python21503

• brucemuller/HierarchicalLosses

  Train Faster and Boost Performance with Class Hierarchies. Build Robust Representations Less Prone to Serious Classification Errors. - PyTorch code for paper: "A Hierarchical Loss for Semantic Segmentation" VISAPP/VISIGRAPP 2020

  Language:Python9031

• rhythm92/CNN3D_Medical

  3D Convolutional neural network for medical image segmentation

  Language:Python95014