dcbm-85

dcbm-85's Stars

• fepegar/torchio

  Medical imaging toolkit for deep learning

  Language:Python2.1k240

• fudan-zvg/Semantic-Segment-Anything

  Automated dense category annotation engine that serves as the initial semantic labeling for the Segment Anything dataset (SA-1B).

  Language:Python2.2k138

• facebookresearch/segment-anything

  The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

  Language:Jupyter Notebook48.3k5.7k

• PrincetonUniversity/multi_gpu_training

  Language:Python27741

• the-full-stack/fsdl-text-recognizer-2022-labs

  Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022

  Language:Jupyter Notebook458229

• srush/Tensor-Puzzles

  Solve puzzles. Improve your pytorch.

  Language:Jupyter Notebook3.3k292

• jwehrmann/retrieval.pytorch

  Adaptive Cross-Modal Embeddings for Image-Sentence Alignment

  Language:Python345

• ChrisMats/feature-reuse

  Language:Python174

• fhaghighi/DiRA

  Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis - CVPR 2022

  Language:Python1009

• fffarias/sfo-manuscript

  Python script for the numerical example in the manuscript "Applying a stochastic quasi-Newton optimizer to least-squares reverse time migration" submitted to Computers and Geosciences journal on 05/28/2021.

  Language:Python62

• lucidrains/vit-pytorch

  Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

  Language:Python21.2k3.1k

• facebookresearch/deit

  Official DeiT repository

  Language:Python4.1k561

• EPFL-VILAB/MultiMAE

  MultiMAE: Multi-modal Multi-task Masked Autoencoders, ECCV 2022

  Language:Python55759

• libffcv/ffcv

  FFCV: Fast Forward Computer Vision (and other ML workloads!)

  Language:Python2.9k179

• ChrisMats/medical_transformers

  Public repo for the ICCV2021-CVAMD paper "Is it Time to Replace CNNs with Transformers for Medical Images?"

  Language:Python11024

• facebookresearch/mae

  PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

  Language:Python7.5k1.2k

• yoshitomo-matsubara/torchdistill

  A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

  Language:Python1.4k131

• pytorch/captum

  Model interpretability and understanding for PyTorch

  Language:Python5k503

• pytorch/pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  Language:Python85.3k23k

• Lightning-AI/deep-learning-project-template

  Pytorch Lightning code guideline for conferences

  Language:Python1.2k273

• facebookresearch/vissl

  VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

  Language:Jupyter Notebook3.3k334

• karpathy/minGPT

  A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

  Language:Python20.7k2.6k

• mlmed/torchxrayvision

  TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

  Language:Jupyter Notebook951222

• facebookresearch/detr

  End-to-End Object Detection with Transformers

  Language:Python13.8k2.5k

• albumentations-team/albumentations

  Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

  Language:Python14.4k1.7k

• facebookresearch/detectron2

  Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

  Language:Python30.9k7.5k

• jfhealthcare/Chexpert

  Top 1 solution of Chexpert

  Language:Python25293

• facebookresearch/dino

  PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

  Language:Python6.5k920

• stanfordmlgroup/MoCo-CXR

  MoCo-based unsupervised training for Chest X-Ray Interpretation

  Language:Python417

• google-research/understanding-transfer-learning

  Language:Python4410