论文地址: Video Swin Transformer 代码地址:github.com/SwinTransfor 文章也是做视频分类的上来就是各种第一,非常的朴实无华。和Swin Transformer是一个团队的工作。 可以先看下Swin Transformer:下雨前:Swin-transformer的理解和代码(torch.roll) 摘要 作者提倡使用局部性的归纳偏置在视频Transformer中,可以更好地平衡...
由于Video Swin Transformer改编于Swin Transformer,因此Video Swin Transformer可以用在大型图像数据集上预训练的模型参数进行初始化。与Swin Transformer相比,Video Swin Transformer中只有两个模块具有不同的形状,分别为:线性embedding层和相对位置编码。 输入token在时间维度上变成了2,因此线性embedding层的形状从Swin Transf...
Swin-B Kinetics 400 60ep 224 69.6 92.7 89M 320.6G config github/baidu Notes: Pre-trained image models can be downloaded from Swin Transformer for ImageNet Classification. The pre-trained model of SSv2 could be downloaded at github/baidu. Access code for baidu is swin. Usage Installation Plea...
PyTorch (official): https://github.com/SwinTransformer/Video-Swin-Transformer TorchVision : https://pytorch.org/vision/main/models/video_swin_transformer.html Keras 2: https://github.com/innat/VideoSwin. Keras 3: https://github.com/innat/VideoSwin/tree/feat_kerasv3 Other Information 🎉 1 ...
项目链接:https://github.com/SwinTransformer/Video-Swin-Transformer 导言: 由于Transformer强大的建模能力,视觉任务的主流Backbone逐渐从CNN变成了Transformer,其中纯Transformer的结构也在各个视频任务的数据集上也达到了SOTA的性能。这些视频模型...
《Video Swin Transformer》(2021) GitHub:https:// github.com/SwinTransformer/Video-Swin-Transformer [fig1]【转发】@爱可可-爱生活:几篇论文实现代码:《Diverse Branch Block: Building a Convolution as ...
.github no longer run torch1.3.0 in CI 4年前 configs fix work_dir assignment in config 4年前 demo [Improvement] Use Pylint to polish code style (#908) 4年前 docker add Video Swin Transformer 4年前 docs [Improvement] Adjust script structure (#935) ...
Video swin transformer. In Pro- ceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022. 5 6553 [28] Jiasen Lu, Dhruv Batra, Devi Parikh, and Stefan Lee. ViL- BERT: Pretraining Task-Agnostic Visiolinguistic Represen- tations for Vision-and-Language Ta...
code:https://github.com/SwinTransformer/Video-Swin-Transformer Swin Transformer 说起Video Swin Transformer,不得不提到Swin Transformer,在自己试过的利用Transformer进行图像任务的各个模型中(VIT、Deit、Swin Transformer等),Swin Transformer算是其中的佼佼者。个人以为Swin Transformer最大的特点是类似于cnn中conv +...
(16,7,7), drop_path_rate=0.4, patch_norm=True) # https://github.com/SwinTransformer/Video-Swin-Transformer/blob/master/configs/recognition/swin/swin_base_patch244_window1677_sthv2.py checkpoint = torch.load('./checkpoints/swin_base_patch244_window1677_sthv2.pth') new_state_dict = ...