而Video transformer(VT)中的常见的加速计算的就是限制放在一起计算的token数。比如限制在几帧里面的token进行计算(local),或者就是本篇中的基于窗口区域分割的 video swin transformer,本篇提供了一个相对高效的模型。 swin transformer 本身就是研究了怎么样将tansformer 应用到cv之内(通过限制区域来计算attention,...
第四种,先在局部算,后面再算全局,类似SwinTransformer。 最后一种,先沿时间轴算,再沿横轴,最后沿竖轴。 作者给了可视化方式如下。
Star500 Extract video features from raw videos using multiple GPUs. We support RAFT flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, and TIMM models. raftaudio-featuresparallelpytorchfeature-extractionresnetvitoptical-flowclipmulti-gpui3ds3dvideo-featuresvggishr2plus1dswinvisual-features...
Rankings include: ABME AdaFNIO ALANET AMT BiM-VFI BiT BVFI CDFI CtxSyn DBVI DeMFI DQBC DRVI EAFI EBME EDC EDENVFI EDSC EMA-VFI FGDCN FILM FLAVR HiFI H-VFI IFRNet IQ-VFI JNMR LADDER M2M MA-GCSPA NCM PerVFI PRF ProBoost-Net RIFE RN-VFI SoftSplat SSR ST-MFNet Swin-VFI TDPNet...
HQ-YTVIS VMT (Swin-L) See all YouTube-VIS STC See all Youtube-VIS (trained with no video masks) MaskFreeVIS See all Libraries Use these libraries to find Video Instance Segmentation models and implementations hustvl/QueryInst 3 papers 399 zhang-tao-whu/DVIS 3 papers 118...
Video Quality Assessment Based on Swin Transformer with Spatio-Temporal Feature Fusion and Data Augmentation Wei Wu1, Shuming Hu1, Pengxiang Xiao1, Sibin Deng1, Yilin Li1*, Ying Chen1, Kai Li1 1Department of Tao Technology, Alibaba Group {guokui.ww...
The video classification module provides mainstream 3D Convolutional Neural Network (CNN) and transformer models that can be used to run video classification training jobs. The supported X3D models include X3D-XS, X3D-M, and X3D-L and the supported transformer models include swin-t, swin-s, ...
, Swin Transformer) inevitably leads to speed consumption (10.1 and 9.5 FPS). On the whole, our model can be accelerated by learning more precise hierarchical embeddings through the factorized conditional normalizing flow, which can alleviate the time loss as much as possible while maintaining ...
Efficient Image Captioning Based on Vision Transformer Models token dimensions.The last one is SWIN(Shifted windows),it is a vision transformer which,unlike the other transformers,uses shifted-window in splitting the... S Elbedwehy,T Medhat,T Hamza,... - 计算机,材料和连续体(英文) 被引量:...
请问大神,swin transformer 预测结果受classes中的类别名字顺序影响大如何解决?比如classes= ("A","B","C"),结果基本上识别为A,classes= ("B","A","C") 结果基本上识别为B 2023-04-19 回复喜欢 老白 后面还没有讲完的吧。应当还有一集才对。 2023-04-14 回复喜欢 方法论致胜 特别...