WebApr 28, 2024 · OFA’s Application: Efficient Video Recognition 75 OFA + TSM (large) ResNet50 + TSM Kinetics Top-1 Accuracy (%) Same Acc. 74 7x less computation 73 ResNet50 + I3D OFA + TSM (small) 72 Same Comp. 71 +3.0% Acc. 70 MobileNetV2 + TSM 69 0 10 20 30 40 Computation (GFLOPs) 7x less computation, same performance as … WebContribute to anilkunchalaece/mmaction2-af development by creating an account on GitHub.
TSM: Temporal Shift Module for Efficient Video Understanding
WebRead all the papers in 2024 IEEE/CVF International Conference on Computer Vision (ICCV) IEEE Conference IEEE Xplore. IEEE websites place cookies on your device to give you the best user experience. By using our websites, you agree to the placement of these cookies. To learn more, read our ... WebOct 27, 2024 · In this paper, we propose a generic and effective Temporal Shift Module (TSM) that enjoys both high efficiency and high performance. Specifically, it can achieve … skintastic med spa: spring hill spring hill
mmaction2 1.0.0rc2 on PyPI - Libraries.io
WebMethod Backbone Pre-train data Frames Views Param Top-1 Supervised pre-training TSM ICCV’19 [18] ResNet50 2 IN-1K 16+16 2 3 49 66.0 TAM ICCV’21 [20] ResNet50 2 IN-1K 8+16 2 3 51 66.0 TDN ICCV’21 [27] ResNet101 2 IN-1K 8+16 1 3 88 69.6 SlowFast ICCV’19 [6] ResNet101 Kinetics-400 8+32 1 3 53 63.1 MViTv1 ICCV’21 [5] MViTv1-B Kinetics-400 … WebIn this paper, we propose a generic and effective Temporal Shift Module (TSM) that enjoys both high efficiency and high performance. Specifically, it can achieve the performance of … Webcomputer, vision, video, understanding, action-recognition, ava, benchmark, deep-learning, i3d, non-local, openmmlab, posec3d, pytorch, slowfast, spatial-temporal-action-detection, temporal-action-localization, tsm, tsn, video-classification, video-understanding, x3d License Apache-2.0 Install pip install mmaction2==0.24.0 SourceRank 11 skin tape for face