sota

There are 6 repositories under sota topic.

microsoft / nlp-recipes
Natural Language Processing Best Practices & Examples
nlp natural-language-processing natural-language-understanding text deep-learning azure-ml nlu nli natural-language-inference mlflow machine-learning natural-language pretrained-models sota transfomer text-classification best-practices
Language:Python 6331
JDAI-CV / fast-reid
SOTA Re-identification Methods and Toolbox
person-reid open-reid re-identification person-reidentification image-retrieval re-ranking random-erasing image-search apex toolbox sota computer-vision pytorch baseline reids
Language:Python 3274
louisfb01 / best_AI_papers_2022
A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.
python computer-vision computer-science deep-learning machine-learning artificial-intelligence ai paper technology innovation machinelearning papers neural-network sota state-of-the-art state-of-art 2022
3202
louisfb01 / 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.
ai artificial-intelligence machine-learning deep-learning research research-paper paper papers computer-vision computer-science innovation sota state-of-the-art state-of-art 2021 technology sota-technique python artificialintelligence machinelearning
2904
louisfb01 / 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
ai papers 2020 list machinelearning deeplearning artificialintelligence artificial-intelligence deep-learning machine-learning state-of-the-art state-of-art state-of-the-art-models state-of-art-general-segmentation computer-vision paper paper-references sota sota-technique deep-neural-networks
2221
dev-sungman / Awesome-Self-Supervised-Papers
Paper bank for Self-Supervised Learning
awesome cvpr2020 self-supervised self-supervised-learning sota
575
torchlayers
szymonmaszke / torchlayers
Shape and dimension inference (Keras-like) for PyTorch layers and neural networks
pytorch inference shape keras deep-learning machine-learning library framework sota layers
Language:Python 568
hijkzzz / pymarl2
Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
marl smac starcraft sota reinforcement-learning
Language:Python 556
aimerou / awesome-ai-papers
A curated list of the most impressive AI papers
ai awesome awesome-list deep-learning machine-learning papers research sota state-of-the-art
495
DeepTecher / AutonomousVehiclePaper
无人驾驶相关论文速递
autonomous-driving paper-review deep-learning sota code object-detection motion-planning
491
HuangCongQing / 3D-Point-Clouds
🔥3D点云目标检测&语义分割(深度学习)-SOTA方法,代码,论文,数据集等
3d-point-clouds sota pcl ros-melodic deep-learning point-cloud cpp python3 dataset ros 3d-detection 3d-point-cloud 3d-semantic-segmentation
Language:Jupyter Notebook 360
vballoli / nfnets-pytorch
NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/
pytorch image-classification deepmind adaptive-gradient-clipping nfnets sota paper sgd
Language:Python 340
kobiso / Computer-Vision-Leaderboard
Comparison of famous convolutional neural network models
cnn convolutional-neural-network imagenet sota computer-vision image-retrieval cars196 cub200 in-shop sop
321
keonlee9420 / Comprehensive-Transformer-TTS
A Non-Autoregressive Transformer based Text-to-Speech, supporting a family of SOTA transformers with supervised and unsupervised duration modelings. This project grows with the research community, aiming to achieve the ultimate TTS
text-to-speech supervised unsupervised non-autoregressive non-ar multi-speaker ultimate-tts tts pytorch comprehensive single-speaker fastspeech transformer neural-tts fastspeech2 hifi-gan mel-gan sota speech-synthesis deep-learning
Language:Python 313
Lotayou / Face-Renovation
Official repository of the paper "HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment".
benchmark sota image-restoration
Language:Python 282
Arthur151 / SOTA-on-monocular-3D-pose-and-shape-estimation
State-of-the-art methods on monocular 3D pose estimation / 3D mesh recovery
3d-mesh 3d-pose-estimation survey benchmark sota
Language:Python 257
princeton-vl / SimpleView
Official Code for ICML 2021 paper "Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline"
point-cloud point-cloud-processing icml-2021 simpleview modelnet-dataset modelnet40 sota 3d-vision point-cloud-classification pointnet pointnet2 dgcnn rscnn scanobjectnn
Language:Python 150
keonlee9420 / Comprehensive-E2E-TTS
A Non-Autoregressive End-to-End Text-to-Speech (text-to-wav), supporting a family of SOTA unsupervised duration modelings. This project grows with the research community, aiming to achieve the ultimate E2E-TTS
deep-learning fastspeech2 hifi-gan jets multi-speaker neural-tts non-autoregressive pytorch single-speaker sota speech-synthesis text-to-speech tts unsupervised end-to-end non-ar ultimate-tts text-to-wav
Language:Python 140
mdv3101 / CDeCNet
CDeC-Net: Composite Deformable Cascade Network for Table Detection in Document Images
table-detection sota table pytorch cdec-net benchmark-datasets table-detection-using-deep-learning object-detection
Language:Python 131
louisfb01 / top-10-cv-papers-2021
A curated list of the top 10 computer vision papers in 2021 with video demos, articles, code and paper reference.
2021 ai computer-vision deep-learning gans innovation machine-learning machinelearning paper python research research-paper sota sota-technique state-of-art state-of-the-art technology transformers
126
sithu31296 / sota-backbones
A collection of SOTA Image Classification Models in PyTorch
image-classification pytorch vision-transformer mlp-mixer sota object-recognition imagenet cnn transformer mlp deep-learning quantization
Language:Python 124
Media-Smart / SKU110K-DenseDet
A state of art detector for densely packed scenes dataset SKU-110K
object-detection sku110k sota
Language:Python 108
ResidualAttentionNetwork
PistonY / ResidualAttentionNetwork
A Gluon implement of Residual Attention Network. Best acc on cifar10-97.78%.
residual-attention-network gluon mxnet gluon-cv sota deep-learning cifar10
Language:Python 105
Perceiver-Music-Transformer
asigalov61 / Perceiver-Music-Transformer
SOTA Google's Perceiver-AR Music Transformer Implementation and Model
google sota artificial-intelligence midi multi-instrumental music-ai music-composition music-generation music-generation-deep-learning music-transformer piano-transformer perceiver-ar large-scale-machine-learning text-to-music
Language:Python 87
HaochengWan / PVT
PVT: Point-Voxel Transformer for 3D Deep Learning
point-cloud pytorch pvt modelnet40 shapenet s3dis kitti point-cloud-processing sota
Language:Python 82
SuperPiano
asigalov61 / SuperPiano
Absolutely amazing SOTA Google Colab (Jupyter) Notebooks for creating/training SOTA Music AI models and for generating music with Transformer technology (Google XLNet/Transformer-XL)
artificial-intelligence awesome fastai machine-learning music music-composition music-generation music-transformer performer piano piano-colab pytorch-implementation reformer sota transformer-xl transformers xlnet
Language:Jupyter Notebook 72
PistonY / ModelZoo.pytorch
Hands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟
python3 pytorch modelzoo imagenet sota resnet mobilenet training traicks pre-trained mobilenetv3
Language:Python 49
CHENGY12 / APNet
The official Pytorch implementation of APNet: Person Re-identification via Attention Pyramid
reid person-re-identification attention pyrimad sota baseline pytorch
Language:Python 46
Rishit-dagli / Transformer-in-Transformer
An Implementation of Transformer in Transformer in TensorFlow for image classification, attention inside local patches
machine-learning attention-mechanism transformer tnt image-classification sota tensorflow neural-networks deep-learning artificial-intelligence
Language:Jupyter Notebook 41
hijkzzz / noisy-mappo
Multi-agent PPO with noise (97% win rates on Hard scenarios of SMAC)
mappo smac multi-agent-reinforcement-learning sota
Language:Python 39
Giant-Music-Transformer
asigalov61 / Giant-Music-Transformer
[SOTA] [92% acc] 786M-8k-44L-32H multi-instrumental music transformer with true full MIDI instruments range, efficient encoding, octo-velocity and outro tokens
artificial-intelligence giant large-model midi music-ai music-transformer sota 8k 8192 sota-technique state-of-art state-of-the-art-models high-precision bulk-generator text-to-music fine-tune
Language:Python 33
Euterpe-X
asigalov61 / Euterpe-X
[DEPRECIATED] [PyTorch 2.0] [638M] [85.33% acc] Full-attention multi-instrumental music transformer for supervised music generation, optimized for speed, efficiency, and performance
gradio music-ai music-api music-composition music-generation music-transformer pytorch-2 sota supervised-music-generation text-to-music
Language:Python 32
Res2Net / Res2Net-detectron2
Res2Net for Panoptic Segmentation based on detectron2 (SOTA results).
res2net panoptic segmentation detectron2 sota multi-scale
Language:Python 30
camenduru / ai-creator-archive
AI Creator Archive
stable-diffusion aiart creators sota stable-diffusion-web-ui stable-diffusion-webui
Language:Jupyter Notebook 29
IBM / AITQA
resources for the IBM Airlines Table-Question-Answering Benchmark
tableqa transformer transfer-learning table-qa dataset complex-tables rci sota
29
tuvovan / MIRNet-Keras
Keras Implementation of MIRNet - SoTA in Image Denoising, Super Resolution and Image Enhancement - CVPR 2020
image-processing denoising super-resolution sota deep-learning neural-network computer-vision low-light-image-enhancement resolution artificial-intelligence
Language:Python 24

sota

microsoft / nlp-recipes

JDAI-CV / fast-reid

louisfb01 / best_AI_papers_2022

louisfb01 / best_AI_papers_2021

louisfb01 / Best_AI_paper_2020

dev-sungman / Awesome-Self-Supervised-Papers

szymonmaszke / torchlayers

hijkzzz / pymarl2

aimerou / awesome-ai-papers

DeepTecher / AutonomousVehiclePaper

HuangCongQing / 3D-Point-Clouds

vballoli / nfnets-pytorch

kobiso / Computer-Vision-Leaderboard

keonlee9420 / Comprehensive-Transformer-TTS

Lotayou / Face-Renovation

Arthur151 / SOTA-on-monocular-3D-pose-and-shape-estimation

princeton-vl / SimpleView

keonlee9420 / Comprehensive-E2E-TTS

mdv3101 / CDeCNet

louisfb01 / top-10-cv-papers-2021

sithu31296 / sota-backbones

Media-Smart / SKU110K-DenseDet

PistonY / ResidualAttentionNetwork

asigalov61 / Perceiver-Music-Transformer

HaochengWan / PVT

asigalov61 / SuperPiano

PistonY / ModelZoo.pytorch

CHENGY12 / APNet

Rishit-dagli / Transformer-in-Transformer

hijkzzz / noisy-mappo

asigalov61 / Giant-Music-Transformer

asigalov61 / Euterpe-X

Res2Net / Res2Net-detectron2

camenduru / ai-creator-archive

IBM / AITQA

tuvovan / MIRNet-Keras