lucidrains / lambda-networks
Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
☆1,531Updated 4 years ago
Alternatives and similar repositories for lambda-networks:
Users that are interested in lambda-networks are comparing it to the libraries listed below
- Codebase for Image Classification Research, written in PyTorch.☆2,154Updated last year
- pip install antialiased-cnns to improve stability and accuracy☆1,671Updated last year
- Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS☆1,569Updated 10 months ago
- This repository reproduces the results of the paper: "Fixing the train-test resolution discrepancy" https://arxiv.org/abs/1906.06423☆1,041Updated 3 years ago
- Ranger - a synergistic optimizer using RAdam (Rectified Adam), Gradient Centralization and LookAhead in one codebase☆1,199Updated last year
- Code for Noisy Student Training. https://arxiv.org/abs/1911.04252☆760Updated 4 years ago
- [CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator☆1,308Updated 3 years ago
- Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"☆1,059Updated 8 months ago
- Official Implementation of 'Fast AutoAugment' in PyTorch.☆1,602Updated 3 years ago
- ResNeSt: Split-Attention Networks☆3,255Updated 2 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆988Updated last week
- Gradually-Warmup Learning Rate Scheduler for PyTorch☆988Updated 6 months ago
- Collection of common code that's shared among different research projects in FAIR computer vision team.☆2,112Updated 4 months ago
- ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet☆1,184Updated last year
- Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.☆1,525Updated 8 months ago
- My best practice of training large dataset using PyTorch.☆1,097Updated 11 months ago
- Exploring Self-attention for Image Recognition, CVPR2020.☆752Updated 4 years ago
- A CV toolkit for my papers.☆2,048Updated 4 months ago
- On the Variance of the Adaptive Learning Rate and Beyond☆2,548Updated 3 years ago
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,279Updated last year
- An end-to-end PyTorch framework for image and video classification☆1,602Updated 9 months ago
- Official Pytorch implementation of CutMix regularizer☆1,238Updated 4 years ago
- A New Optimization Technique for Deep Neural Networks☆535Updated 3 years ago
- Synchronized Batch Normalization implementation in PyTorch.☆1,500Updated 4 years ago
- Implementation of Bottleneck Transformer in Pytorch☆678Updated 3 years ago
- Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow☆1,479Updated last year
- Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]☆1,297Updated this week
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,036Updated 2 years ago
- Code for the Convolutional Vision Transformer (ConViT)☆466Updated 3 years ago
- 🛠 Toolbox to extend PyTorch functionalities☆418Updated 11 months ago