Top 14 sota open source projects

Best ai paper 2020

A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code

Fast Reid

SOTA Re-identification Methods and Toolbox

✭ 2,287

python C++cython pytorch computer-vision apex image-retrieval toolbox person-reidentification baseline re-ranking image-search re-identification reids sota random-erasing open-reid person-reid

Nlp Recipes

Natural Language Processing Best Practices & Examples

✭ 5,783

python c deep-learning machine-learning nlp natural-language-processing best-practices text-classification text pretrained-models natural-language-understanding nlu natural-language natural-language-inference sota transfomer nli azure-ml mlflow

AITQA

resources for the IBM Airlines Table-Question-Answering Benchmark

✭ 12

dataset transformer transfer-learning rci sota tableqa table-qa complex-tables

pymarl2

Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

✭ 311

python shell reinforcement-learning starcraft sota smac marl

SimpleView

Official Code for ICML 2021 paper "Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline"

✭ 95

python C++Cuda shell point-cloud 3d-vision simpleview sota pointnet pointnet2 point-cloud-processing dgcnn point-cloud-classification modelnet-dataset modelnet40 icml-2021 rscnn scanobjectnn

MIRNet-Keras

Keras Implementation of MIRNet - SoTA in Image Denoising, Super Resolution and Image Enhancement - CVPR 2020

✭ 21

python resolution computer-vision deep-learning neural-network image-processing artificial-intelligence super-resolution denoising sota low-light-image-enhancement

Transformer-in-Transformer

An Implementation of Transformer in Transformer in TensorFlow for image classification, attention inside local patches

✭ 40

Jupyter Notebook python machine-learning deep-learning tensorflow artificial-intelligence transformer neural-networks image-classification attention-mechanism tnt sota

ModelZoo.pytorch

Hands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟

✭ 42

python training pytorch imagenet resnet pre-trained modelzoo sota mobilenet mobilenetv3 traicks

best AI papers 2021

A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

✭ 2,740

computer-science machine-learning research ai computer-vision deep-learning paper technology innovation artificial-intelligence machinelearning papers research-paper sota state-of-art state-of-the-art artificialintelligence 2021 sota-technique

image-classification

A collection of SOTA Image Classification Models in PyTorch

✭ 70

python Jupyter Notebook shell deep-learning cnn pytorch transformer imagenet image-classification mlp quantization object-recognition sota vision-transformer mlp-mixer

Face-Renovation

Official repository of the paper "HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment".

✭ 245

python benchmark image-restoration sota

ResidualAttentionNetwork

A Gluon implement of Residual Attention Network. Best acc on cifar10-97.78%.

✭ 104

python deep-learning mxnet gluon cifar10 sota residual-attention-network gluon-cv

SKU110K-DenseDet

A state of art detector for densely packed scenes dataset SKU-110K

✭ 101

python Cuda C++object-detection sota sku110k

1-14 of 14 sota projects