fastai / imagenette

Related projects ⓘ

Alternatives and complementary repositories for imagenette

• google-research / augmix
  AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
  ☆980Updated 3 months ago
• greentfrapp / lucent
  Lucid library adapted for PyTorch
  ☆609Updated 5 months ago
• hendrycks / robustness
  Corruption and Perturbation Robustness (ICLR 2019)
  ☆1,024Updated 2 years ago
• facebookresearch / vissl
  VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
  ☆3,261Updated 8 months ago
• google-research / sam
  ☆566Updated 3 weeks ago
• Lightning-Universe / lightning-bolts
  Toolbox of models, callbacks, and datasets for AI/ML researchers.
  ☆1,696Updated 2 weeks ago
• MadryLab / robustness
  A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
  ☆917Updated 10 months ago
• rgeirhos / texture-vs-shape
  Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improv…
  ☆789Updated last year
• Alibaba-MIIL / ImageNet21K
  Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper
  ☆733Updated last year
• Lightning-AI / torchmetrics
  Machine learning metrics for distributed, scalable PyTorch applications.
  ☆2,141Updated this week
• facebookresearch / open_lth
  A repository in preparation for open-sourcing lottery ticket hypothesis code.
  ☆627Updated 2 years ago
• facebookresearch / higher
  higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual tr…
  ☆1,594Updated 2 years ago
• libffcv / ffcv
  FFCV: Fast Forward Computer Vision (and other ML workloads!)
  ☆2,867Updated 5 months ago
• google-research / big_transfer
  Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
  ☆1,513Updated 3 months ago
• huyvnphan / PyTorch_CIFAR10
  Pretrained TorchVision models on CIFAR10 dataset (with weights)
  ☆647Updated last year
• jettify / pytorch-optimizer
  torch-optimizer -- collection of optimizers for Pytorch
  ☆3,044Updated 8 months ago
• rwightman / gen-efficientnet-pytorch
  Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
  ☆1,567Updated 5 months ago
• f-dangel / cockpit
  Cockpit: A Practical Debugging Tool for Training Deep Neural Networks
  ☆473Updated 2 years ago
• clovaai / CutMix-PyTorch
  Official Pytorch implementation of CutMix regularizer
  ☆1,221Updated 4 years ago
• BloodAxe / pytorch-toolbelt
  PyTorch extensions for fast R&D prototyping and Kaggle farming
  ☆1,520Updated last month
• davda54 / sam
  SAM: Sharpness-Aware Minimization (PyTorch)
  ☆1,776Updated 9 months ago
• SHI-Labs / Compact-Transformers
  Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)
  ☆500Updated 2 weeks ago
• BlackHC / toma
  Helps you write algorithms in PyTorch that adapt to the available (CUDA) memory
  ☆428Updated 2 months ago
• Lightning-AI / deep-learning-project-template
  Pytorch Lightning code guideline for conferences
  ☆1,240Updated last year
• kakaobrain / torchlars
  A LARS implementation in PyTorch
  ☆335Updated 4 years ago
• lucidrains / byol-pytorch
  Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
  ☆1,766Updated 4 months ago
• tomgoldstein / loss-landscape
  Code for visualizing the loss landscape of neural nets
  ☆2,840Updated 2 years ago
• facebookresearch / swav
  PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
  ☆2,005Updated last year
• MisaOgura / flashtorch
  Visualization toolkit for neural networks in PyTorch! Demo -->
  ☆735Updated last year
• imbue-ai / self_supervised
  A Pytorch-Lightning implementation of self-supervised algorithms
  ☆536Updated 2 years ago