The 20BN-SOMETHING-SOMETHING V2 dataset is a large collection of labeled video clips that show humans performing pre-defined basic actions with everyday objects. The dataset was created by a large number of crowd workers. It allows machine learning model
最近两年, something-something数据集在video action recognition task中, 经常被用到。在CVPR2020中, 这项工作Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks对something-something数据集进行了"再升级"。一作来自TwentyBN。 原先该数据集是只有video-level的标注, 该文对frame...
We introduce the Something-Else task, which extends the Something-Something dataset [20] with new annotation and a new compositional split. 相关工作 现有数据集(如ucf-101、Kinects等)只是建模图像帧的外观信息,而不是时序推理信息:论文[75](周博磊 ECCV’18)表示,测试阶段,翻转输入图像帧的顺序,基本不影...
importos.pathasospfrommmaction.datasetsimportbuild_datasetfrommmaction.modelsimportbuild_modelfrommmaction.apisimporttrain_modelimportmmcvfrommmcvimportConfig cfg=Config.fromfile('./configs/recognition/tsn/tsn_r50_video_1x1x8_100e_kinetics400_rgb.py')frommmcv.runnerimportset_random_seed# Modify dataset ...
The current state-of-the-art on Something-Something V2 is MAGVIT. See a full comparison of 1 papers with code.
bash validate.sh или python3 validate.py -d путь_к_папке_val -cd путь_к_папке_с_чекпоинтом python3 validate.py [-h] [-c CHECK_PATH] [-cd CHECK_DIR] [-t THRES] [-d DATASET_DIR] [-o OUTPUT_DIR] [--vis] [--no-plots] [--only-pl...
This repository contains the source code and the dataset for vaccine attitude detection. Vaccine Attitude Dataset The annotations are given in the form of ID,stance,aspect_span_start:aspect_span_end,opinion_span_start:opinion_span_end,aspect_catetegory in the Datasets_Raw folder. To obtain twe...
Dataset splits The compositional, compositional shuffle, one-class compositional and few-shot splits of the Something Something v2 Dataset are availible in the folderdataset_splits. Visualization of the ground-truth bounding boxes The foldervideoscontains example videos from the dataset and selected an...
In the _parse_ann_info function, when fetching gt_mask_polys, you only consider the case that your mask is polygen format, donnot consider when it is the uncompressed RLE format, in which case segm is a dict not a list. This bug does not cause impact, since the getitem function does...
Ironically, GAIA data release 3 seems to have this object classified properly, despite its small and sparse dataset, as an SPB, which seems reasonable but . No, it isn't impressive at all I'm afraid, as like some past other surveys that were just about pre ASAS, what's the point of...