동영상 이상 행동 탐지(using UCF-Crime video dataset). Contribute to INSEA-99/UCF-Crime-Anomaly-Detection development by creating an account on GitHub.
We also released a audio-visual violence dataset named XD-Violence (ECCV2020), the project website is here:https://roc-ng.github.io/XD-Violence/. We have released the I3D and VGGish features of our dataset as well as the code.
在它的基础上进行一些适应弱监督数据集(指UCF Crime)的魔改,再稍微构造合适的训练输入,超越这篇论文的算法就完成了。 这个东西分为两个部分:3D特征提取器 + RNN序列识别,这些的代码我没有整理,但是有一些代码是可用的: @麦兜的鱼丸 @嘉丽略略略 3D特征提取器(I3D) Github YonV1943 RNN序列识别(RNN+回归) Git...
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Computer Vision Project : Action Recognition on UCF101 Dataset cnn lstm rnn human-activity-recognition inceptionv3 human-action-recognition ucf101 Updated Dec 14, 2019 Jupyter Notebook AKASH2907 / pi-consistency-activity-detection Star 34 Code Issues Pull requests End-to-End Semi-Supervis...
python ./compressed/compress_model.py --dataset MNIST --model BaseNet --model_dir ./checkpoint/MNIST/BaseNet.pth --dataset_dir ./data --save_dir ./checkpoint/MNIST/BaseNet-8.pth --act_bits 8 --weight_bits 8 BaseModel-8: ACC: 97.59% ...
Due to the domain differences and unbalanced disparity distribution across multiple datasets, current stereo matching approaches are commonly limited to a specific dataset and generalize poorly to others. Such domain shift issue is usually addressed by substantial adaptation on costly target-domain ground-...
(f'Dataset: UCF101 Model: {model.name} TTA: {TTA}') path = args.path dirs = os.listdir(path) psnr_list, ssim_list = [], [] for d in tqdm(dirs): img0 = (path + '/' + d + '/frame_00.png') img1 = (path + '/' + d + '/frame_02.png') gt = (path + '/' ...
(1) Get prediction : test_saliency_dataset.m (2) Get PR value : PR.m (3) Plot PR curves: code_pr.m (4) Plot Bar figures: code_bar.m (5) Get MAE for each method : getmae.m Note that we have provided the PR curves in ./PR_curves ...
🐛 Bug UCF101 dataset returns a RunTimeError when combined with standard DataLoader class. It returns the error when trying to stack multiple tensors in batches. To Reproduce import torchvision.datasets as datasets import torchvision.tran...