rmccorm4 / PyTorch-LMDBLinks
Scripts to work with LMDB + PyTorch for Imagenet training
☆59Updated 5 years ago
Alternatives and similar repositories for PyTorch-LMDB
Users that are interested in PyTorch-LMDB are comparing it to the libraries listed below
Sorting:
- Convert image folder to lmdb, adapted from Efficient-PyTorch☆69Updated 2 years ago
- [ECCV 2020] DADA: Differentiable Automatic Data Augmentation☆191Updated 2 years ago
- Useful PyTorch functions and modules that are not implemented in PyTorch by default☆187Updated last year
- Differentiable Data Augmentation Library☆123Updated 3 years ago
- Code for the paper "A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses" (ECCV 2020 - Spotlight)☆169Updated 2 years ago
- Unofficial implementation with pytorch DistributedDataParallel for "MoCo: Momentum Contrast for Unsupervised Visual Representation Learni…☆150Updated 5 years ago
- Code for our paper "Informative Dropout for Robust Representation Learning: A Shape-bias Perspective" (ICML 2020)☆125Updated 2 years ago
- Pretrained SimCLRv2 models in Pytorch☆105Updated 4 years ago
- Use lmdb to speed up imagenet dataset☆102Updated 4 years ago
- MoEx (Moment Exchange)☆141Updated 4 years ago
- ☆70Updated 4 years ago
- Labels and other data for the paper "Are we done with ImageNet?"☆194Updated 3 years ago
- Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.☆152Updated 3 years ago
- PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP☆82Updated 5 years ago
- Official PyTorch implementation of "Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity" (ICLR'21 Oral)☆105Updated 3 years ago
- An official collection of code in different frameworks that reproduces experiments in "Group Normalization"☆117Updated 4 years ago
- [NeurIPS'20] GradAug: A New Regularization Method for Deep Neural Networks☆94Updated 4 years ago
- Example code showing how to use Nvidia DALI in pytorch, with fallback to torchvision. Contains a few differences to the official Nvidia …☆198Updated 5 years ago
- ☆403Updated 3 years ago
- [ECCV'20 Oral] MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution☆159Updated 3 years ago
- PyTorch implementation of "Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks"☆89Updated 5 years ago
- A pytorch reimplement of paper "Momentum Contrast for Unsupervised Visual Representation Learning"☆43Updated 5 years ago
- Implementation of various Vision Transformers I found interesting☆84Updated 4 years ago
- ☆181Updated 2 years ago
- Unified Pytorch framework for image-based self-supervised learning☆93Updated 4 years ago
- Semi-supervised ImageNet1K models☆245Updated 5 years ago
- PyTorch implementation of AutoAugment.☆159Updated 5 years ago
- PyTorch implementation of shake-drop regularization☆55Updated 5 years ago
- An integration of several popular automatic augmentation methods, including OHL (Online Hyper-Parameter Learning for Auto-Augmentation St…☆48Updated 4 years ago
- The implementation of ProxyNCA++.☆53Updated 3 years ago