31 results found Sort:

open-mmlab
mmpretrain open-mmlab
1.1k
3.6k
apache-2.0
29
OpenMMLab Pre-training Toolbox and Benchmark
mae beit clip moco resnet pytorch convnext mobilenet multimodal deep-learning swin-transformer pretrained-models vision-transformer image-classification constrastive-learning masked-image-modeling self-supervised-learning
Created 2020-07-09
974 commits to main branch, last one 5 months ago
open-mmlab
mmselfsup open-mmlab
435
3.2k
apache-2.0
43
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
mae beit moco simclr pytorch simsiam masked-image-modeling unsupervised-learning self-supervised-learning
Created 2020-06-12
654 commits to main branch, last one about a year ago
ViTAE-Transformer
ViTPose ViTAE-Transformer
203
1.6k
apache-2.0
21
The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"
mae pytorch distillation deep-learning pose-estimation vision-transformer self-supervised-learning
Created 2022-04-27
19 commits to main branch, last one 2 years ago
vturrisi
solo-learn vturrisi
190
1.5k
mit
11
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
mae byol dino moco swav nnclr ressl simclr vicreg pytorch simsiam vibcreg deepcluster nvidia-dali barlow-twins pytorch-lightning transformer-models contrastive-learning masked-input-prediction self-supervised-learning
Created 2021-03-06
378 commits to main branch, last one about a year ago
MCG-NJU
VideoMAE MCG-NJU
141
1.5k
other
15
[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
mae pytorch transformer neurips-2022 video-analysis video-transformer action-recognition masked-autoencoder vision-transformer video-understanding self-supervised-learning video-representation-learning
Created 2022-03-23
64 commits to main branch, last one about a year ago
keyu-tian
SparK keyu-tian
81
1.3k
mit
20
[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling...
cnn mae ssl bert iclr convnet pytorch iclr2023 pretrain mask-rcnn pretraining deep-learning object-detection pre-trained-model masked-autoencoder sparse-convolution instance-segmentation masked-image-modeling self-supervised-learning convolutional-neural-networks
Created 2023-01-05
90 commits to main branch, last one about a year ago
EdisonLeeeee
Awesome-Masked-Autoencoders EdisonLeeeee
52
814
mit
30
A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).
mae masked-autoencoder self-supervised-learning
Created 2022-05-23
161 commits to master branch, last one 8 months ago
sail-sg
Adan sail-sg
67
784
apache-2.0
7
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
mae moe vit adan gpt2 llms timm resnet fairseq pytorch convnext diffusion optimizer bert-model dreamfusion llm-training deep-learning transformer-xl cuda-programming artificial-intelligence
Created 2022-09-01
29 commits to main branch, last one 9 months ago
Alpha-VL
ConvMAE Alpha-VL
41
497
mit
11
ConvMAE: Masked Convolution Meets Masked Autoencoders
mae backbone computer-vision object-detection masked-image-modeling semantic-segmentation
Created 2022-05-02
37 commits to main branch, last one 2 years ago
zgcr
SimpleAICV_pytorch_training_examples zgcr
99
430
mit
7
SimpleAICV:pytorch training and testing examples.
kd mae sam van vit detr fcos dbnet resnet solov2 yolact pytorch dinodetr lightsam retinanet convformer deeplabv3plus segment-anything
Created 2020-05-31
95 commits to master branch, last one 18 days ago
hustvl
MIMDet hustvl
30
340
mit
9
[ICCV 2023] You Only Look at One Partial Sequence
mae transformer computer-vision object-detection vision-transformer instance-segmentation masked-image-modeling
Created 2022-04-01
61 commits to main branch, last one about a year ago
Lupin1998
Awesome-MIM Lupin1998
17
324
apache-2.0
7
[Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)
gpt mae bert awesome-mim awesome-list pre-training deep-learning computer-vision masked-modeling generative-models masked-autoencoder vision-transformer masked-image-modeling representation-learning self-supervised-learning
Created 2022-07-30
76 commits to master branch, last one 5 months ago
PaddlePaddle
PASSL PaddlePaddle
65
282
apache-2.0
9
PASSL包含 SimCLR，MoCo v1/v2，BYOL，CLIP，PixPro，simsiam, SwAV, BEiT，MAE 等图像自监督算法以及 Vision Transformer，DEiT，Swin Transformer，CvT，T2T-ViT，MLP-Mixer，XCiT，ConvNeXt，PVTv2 等基础视觉算法
cvt mae pvt vit beit clip deit moco swav xcit paddle pixpro simclr moco-v2 convnext deep-learning swin-transformer vision-transformer self-supervised-learning
Created 2021-01-28
127 commits to main branch, last one about a year ago
ywyue
FiT3D ywyue
9
270
mit
7
[ECCV 2024] Improving 2D Feature Representations by 3D-Aware Fine-Tuning
mae clip dinov2 deit-iii fine-tuning 3d-awareness foundation-models representation-learning
Created 2024-07-20
17 commits to main branch, last one about a month ago
megvii-research
RevCol megvii-research
10
260
apache-2.0
12
Official Code of Paper "Reversible Column Networks" "RevColv2"
cnn mae vit pytorch iclr2023 transformer computer-vision
Created 2022-12-22
17 commits to main branch, last one about a year ago
implus
UM-MAE implus
20
243
other
4
Official Codes for "Uniform Masking: Enabling MAE Pre-training for Pyramid-based Vision Transformers with Locality"
mae coco ade20k swin-transformer masked-autoencoder masked-image-modeling imagenet-classification self-supervised-learning pyramid-vision-transformer hierarchical-vision-transformer
Created 2022-05-19
25 commits to main branch, last one 2 years ago
Mountchicken
Union14M Mountchicken
8
186
mit
2
[ICCV 2023] Code base for Revisiting Scene Text Recognition: A Data Perspective
mae mmocr dataset union14m self-supervised scene-text-recognition
Created 2022-11-07
58 commits to main branch, last one about a year ago
lartpang
PySODEvalToolkit lartpang
21
175
mit
1
PySODEvalToolkit: A Python-based Evaluation Toolbox for Salient Object Detection and Camouflaged Object Detection
mae latex metrics python3 fm-curve pr-curve saliency e-measure evaluator f-measure s-measure evaluation co-saliency evaluation-metrics saliency-detection evaluation-framework metrics-visualization salient-object-detection co-salient-object-detection camouflaged-object-detection
Created 2020-07-08
66 commits to master branch, last one 6 months ago
implus
mae_segmentation implus
14
161
unknown
3
reproduction of semantic segmentation using masked autoencoder (mae)
mae vit masked-autoencoder vision-transformer semantic-segmentation self-supervised-learning
Created 2022-02-03
3 commits to main branch, last one 3 years ago
PaddlePaddle
PLSC PaddlePaddle
34
151
apache-2.0
19
Paddle Large Scale Classification Tools，supports ArcFace, CosFace, PartialFC, Data Parallel + Model Parallel. Model includes ResNet, ViT, Swin, DeiT, CaiT, FaceViT, MoCo, MAE, ConvMAE, CAE.
mae vit cait deit paddle resnet arcface convmae cosface facevit moco-v3 partial-fc hight-speed large-scale paddlepaddle data-parallel model-parallel face-recognition swin-transformer distributed-training
Created 2019-12-13
172 commits to master branch, last one about a year ago
Event-AHU
Medical_Image_Analysis Event-AHU
3
116
unknown
3
Foundation models based medical image analysis
llm mae mamba x-ray-image pre-training foundation-model state-space-model masked-auto-encoder large-language-model vision-language-model medical-image-analysis context-sample-retrieval medical-report-generation
Created 2023-12-25
280 commits to main branch, last one 21 days ago
Berry-Wu
Visualization Berry-Wu
8
115
unknown
1
visualization：filter、feature map、attention map、image-mask、grad-cam、human keypoint、guided-backpro
cam mae mask filter visaul gradcam pytorch attention heatmap-visualization human-pose-estimation guided-backpropagation convolutional-neural-networks
Created 2022-08-24
29 commits to main branch, last one 2 years ago
TonyLianLong
CrossMAE TonyLianLong
6
106
other
3
Official Implementation of the CrossMAE paper: Rethinking Patch Dependence for Masked Autoencoders
mae deep-learning computer-vision masked-autoencoder self-supervised-learning
Created 2024-01-23
12 commits to main branch, last one 3 months ago
wangtz19
NetMamba wangtz19
10
101
unknown
1
Efficient Network Traffic Classification via Pre-training Unidirectional Mamba
mae mamba networking pre-training traffic-classification
Created 2024-05-17
18 commits to main branch, last one 7 days ago
thieu1995
permetrics thieu1995
18
73
gpl-3.0
3
Artificial intelligence (AI, ML, DL) performance metrics implemented in Python
mae rmse regression classification relative-error willmott-index evaluation-metrics regression-methods performance-metrics classification-report clustering-evaluation kling-gupta-efficiency nash-sutcliffe-efficiency deviation-of-runoff-volume coefficient-of-determination symmetric-mean-absolute-percentage
Created 2020-07-18
481 commits to master branch, last one about a year ago
MCG-NJU
VideoMAE-Action-Detection MCG-NJU
6
59
other
2
[NeurIPS 2022 Spotlight] VideoMAE for Action Detection
mae pytorch videomae transformer neurips-2022 action-detection video-transformer masked-autoencoder video-understanding
Created 2022-09-30
6 commits to main branch, last one 2 years ago
HaiyuWu
Vec2Face HaiyuWu
3
54
mit
3
This is the official implementation of "Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors", which is accepted at ICLR2025.
mae face-editing face-generation face-recognition generative-model image-generation dataset-generation identity-generator generative-adversarial-network
Created 2024-08-31
65 commits to main branch, last one 20 days ago
youngwanLEE
rc-mae youngwanLEE
3
51
other
1
[ICLR 2023] RC-MAE
mae self-supervised-learning
Created 2023-03-15
2 commits to main branch, last one about a year ago
RunsenXu
MV-JAR RunsenXu
2
47
unknown
4
[CVPR 2023] MV-JAR: Masked Voxel Jigsaw and Reconstruction for LiDAR-Based Self-Supervised Pre-Training
mae lidar point-cloud 3d-detection pre-training
Created 2023-03-16
5 commits to main branch, last one about a year ago
Ezra-Yu
ACCV2022_FGIA_1st Ezra-Yu
1
34
unknown
3
1st solution for the Webly-supervised Fine-grained Recognition competition in https://www.cvmart.net/race/10412/base
eql mae swin pytorch longtail arcface-loss pseudolabelling fine-grained-classification
Created 2022-09-29
162 commits to master branch, last one 2 years ago