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Provides a listing of available World Bank datasets, including databases, pre-formatted tables, reports, and other resources. DataBank. An analysis and visualisation tool that contains collections of time series data on a variety of topics. Microdata Library

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Datasets & Tools. The purpose of this page is to give you the tools you will need to analyze the PIAAC dataset. Before working with PIAAC data, make sure to read our "What You Need to Consider" guide.

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Oct 17, 2019 · Video Dataset Overview Sortable and searchable compilation of video dataset Author: Antoine Miech Last Update: 17 October 2019

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This dataset contains 122 videos captured from an egocentric camera. The next set are videos curated from YouTube to form 7 additional wearer activity categories. First-Person Social Interactions and GTEA Gaze+ datasets.

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The ActivityNet Captions dataset connects videos to a series of temporally annotated sentence descriptions. Each sentence covers an unique segment of the video, describing multiple events that occur. These events may occur over very long or short periods of time and are not limited in any capacity, allowing them to co-occur.

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Amazon Echo provides hands-free voice control for Amazon Music —just ask for your favorite artist or song, or request a specific genre or mood. You can also search for music by lyrics, when a song or album was released, or let Alexa pick the music for you.

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You'll gain access to interventions, extensions, task implementation guides, and more for this instructional video. In this lesson you will learn how to describe a data set by using characteristics of the quantity measured.
We describe the annotation process of our dataset (each video is tagged with one action or activity label among 339 different classes), analyze its scale and diversity in comparison to other large-scale video datasets for action recognition, and report results of several baseline models addressing separately, and jointly, three modalities: spatial, temporal and auditory.
The dataset, named DAVIS 2016 (Densely Annotated VIdeo Segmentation), consists of fifty high quality, Full HD video sequences, spanning multiple occurrences of common video object segmentation challenges such as occlusions, motion-blur and appearance changes.

JAAD is a dataset for studying joint attention in the context of autonomous driving. The focus is on pedestrian and driver behaviors at the point of crossing and factors that influence them. To this end, JAAD dataset provides a richly annotated collection of 346 short video clips (5-10 sec long) extracted from over 240 hours of driving footage. Video Dataset for loading video. It will output only path of video (neither video file path or video folder path). However, you can load video as torch.Tensor (C x L x H x W). See below for an example of how to read video as torch.Tensor.


This dataset is offered for further development of detection of fish or invertebrates in complex environments; tracking of multiple animal targets in video image sequences; recognition and classification of animal species; measurement of animals in stereo image pairs; and characterization of seabed habitats.

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The dataset can be seen as composed by two main parts: the first 14 videos characterized by the presence of the fire and the last 17 videos which do not contain any event of interest; in particular, this second part contains critical situations traditionally recovered as fire, such as red objects moving in the scene, smokes or clouds.
A dataset of camera trajectories derived from YouTube video, intended to aid researchers working in 3D computer vision, graphics, and view synthesis.
The MCL-JCI dataset consists of 50 source images with resolution 1920×1080 and 100 JPEG-coded images for each source image with the quality factor (QF) ranging from 1 to 100. More than 150 volunteers participated in the subjective test. Each individual set of compressed images was evaluated by 30 subjects in a controlled environment.

EVVE dataset. Here is the EVent VidEo dataset used in the paper "Event retrieval in large video collections with circulant temporal encoding" (CVPR 2013). Youtube-Objects dataset. This dataset is composed of videos collected from YouTube by querying for the names of 10 object classes. The first dataset (see Section 3.1) contains manipulated videos where the source and target video differs, while the second dataset (see Section 3.2) consists of videos where Face2Face is used to reproduce the input video (i.e., source and target video are the same). This second dataset gives us access to ground truth pairs of synthetic and ...


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The dataset intends to provide a comprehensive benchmark for human action recognition in realistic and challenging settings. The dataset is composed of video clips from 69 movies (see the list of movies below).
Video-understanding-dataset. Please feel free to pull a request. Note: ActivityNet v1.3, Kinetics-600, Moments in time, AVA will be used at ActivityNet challenge 2018. Video Classification
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The Multimedia Commons is a collection of audio and visual features computed for the nearly 100 million Creative Commons-licensed Flickr images and videos in the YFCC100M dataset from Yahoo! Labs, along with ground-truth annotations for selected subsets. This web site contains links to a number of video datasets used for computer vision research and created over a number of years by teams working with/in collaboration with Prof. Sergio A Velastin, professor of Applied Computer Vision, recently a UC3M-Conex Marie Curie Research Professor at the Applied Artificial Intelligence Research Group, Universidad Carlos III de Madrid (Spain) and former director of the Digital Imaging Research Centre (Kingston University London, UK).


Naver Vlive videos dataset. updated 3 years ago. 7 votes. Kernels. Detecting helmets in videos. a month ago in NFL 1st and Future - Impact Detection. 77 votes. How to Teach an AI to Dance. 2 years ago in Dancing Silhouettes for AI Training. 65 votes. Deepfake Detection - Face Extractor.

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The data is organized in loose CSV files which can be consumed by any spreadsheet software. If you are developing something and want to work with the full datasets more efficiently you can benefit from DDF data model. License and attribution. Data can be reused freely but please attribute the original data source (where applicable) and Gapminder.
This dataset contains 4381 thermal infrared images containing humans, a cat, a horse and 2418 background images (no annotations). We provide manually annotated ground truth for all humans, cat and horse. The dataset is divided into 8 sequences and contains both 16bit (may appear black on most screens) images as well as the downsampled 8bit images.
See full list on bair.berkeley.edu

My dataset structure is split in two folders - "train_set" and "valid_set". When you open, either of them, you can find 3 folders, "positive", "negative" and "surprise". Lastly, each of these 3 folders has video-folders, each of which is a collection of frames of a video in .jpg. The VIDEO SEGMENT ID is a textual filename that uniquely identifies the VIDEO SEGMENT by PROJECT CODE, DVD year, number, description and file extension. It is also the name of the file that is stored in the image warehouse and forms part of the IMAGE WAREHOUSE URL i.e. sgi_04_14_08_bold_bluff_pt_musgrave_pt_cape_keppel.wmv The Open Video Scene Detection (OVSD) dataset is an open dataset for the evaluation of video scene detection algorithms. The open-source nature of the videos in the dataset makes them ideal to be used by researchers both in academia and industry. 1. Rui, Yong, Thomas S. Huang, and Sharad Mehrotra.


Reuters.com brings you the latest news from around the world, covering breaking news in markets, business, politics, entertainment, technology, video and pictures.

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Audio-Video Tracking Dataset We present here a new dataset for object tracking using both sound and video data. The proposed dataset is composed by 3 different sequences of audio-video data, collected with the DualCam device in both indoor and outdoor scenarios: 1.
What a boxplot reveals about the variability of a statistical data set. Variability in a data set that is described by the five-number summary is measured by the interquartile range (IQR). The IQR is equal to Q 3 – Q 1, the difference between the 75th percentile and the 25th percentile (the distance covering the middle 50% of the data).
Aug 14, 2019 · This page hosts a repository of segmented cells from the thin blood smear slide images from the Malaria Screener research activity. To reduce the burden for microscopists in resource-constrained regions and improve diagnostic accuracy, researchers at the Lister Hill National Center for Biomedical Communications (LHNCBC), part of National Library of Medicine (NLM), have developed a mobile ...

Multi-view Object Tracking Datasets. For all datasets, videos in each sequence are synchronized. The groundtruth trajectories are fully annotated for all the videos in all the sequences using Vatic. Setup. Video sequences and groundtruth annotations for each camera view are available for download. Each row in the annotation is organized as follows: The VoxCeleb2 Dataset VoxCeleb2 contains over 1 million utterances for 6,112 celebrities, extracted from videos uploaded to YouTube. The development set of VoxCeleb2 has no overlap with the identities in the VoxCeleb1 or SITW datasets.


Recorded at 30Hz. Dataset sequences sampled at 2 frames/sec or 1 frame/ second. Video annotations were performed at 30 frames/sec recording. Frame Annotation Label Totals: 10,228 total frames and 9,214 frames with bounding boxes. 1. Person (28,151) 2. Car (46,692) 3. Bicycle (4,457) 4. Dog (240) 5. Other Vehicle (2,228) Video Annotation Label ...

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Sep 28, 2015 · I need video dataset for video processing. Since MATLAB video processing supports avi or mp4, I want the dataset or database in these formats.
In this paper, we present the PhotoShop Operation Video (PSOV) dataset, a large-scale, densely annotated video database designed for the de- velopment of software intelligence. The PSOV dataset consists of 564 densely- annotated videos for Photoshop operations, covering more than 500 commonly used commands in the Photoshop software.
Jul 10, 2017 · 360° Video Viewing Dataset in Head-Mounted Virtual Reality 1. Wen-Chih Lo¹, Ching-Ling Fan¹, Jean Lee¹, Chun-Ying Huang², Kuan-Ta Chen³, and Cheng-Hsin Hsu¹ ¹National Tsing Hua University, HsinChu, Taiwan ²National Chiao Tung University, HsinChu, Taiwan ³Institute of Information Science Academia Sinica, Taipei, Taiwan 1 ACM MMSys’17, Dataset Track, Taipei, Taiwan, June 22, 2017

May 12, 2020 · Despite the number of currently available datasets on video-question answering, there still remains a need for a dataset involving multi-step and non-factoid answers. Moreover, relying on video transcripts remains an under-explored topic. Deep Drive PLWarsaw 0002 sequence4K dataset. An icon used to represent a menu that can be toggled by interacting with this icon.


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Nov 13, 2020 · The dataset consists of about 15,000 annotated video clips with over 4 million annotated images collected from a geo-diverse sample. A 3D Object Detection Solution Along with the dataset, Google also shared a 3D object detection solution for the following categories of objects — shoes, chairs, mugs, and cameras.
A series of training videos on hydrography and other USGS geospatial data and products are also available. Stewardship. National Hydrography Datasets are updated and maintained through a strong community of stewards and users who have local knowledge about the streams where they live and work.
The C2N Cassette Unit, the original Datasette model shape Typical compact cassette interfaces of the late 1970s use a small controller in the computer to convert digital data to and from analog tones. The interface is then connected to the cassette deck using normal sound wiring like RCA jacks or 3.5mm phone jacks.

These videos help to study the effect of background clutter when there is a relative motion between the object and the background. Finally, we record 4 videos that contain multiple objects from the dataset. Each video is 200 frames long and contains 3 objects of interest where the camera captures them one after the other. The original Labeled fishes in the wild dataset (v1.0, Dec. 2014) contained only the decimated test video sequence ("Test_ROV_video_h264_decim.mp4") that contained only the marked frames from the original video. One tenth of the frames of the full frame-rate video were marked for locations of fish targets.


The ActivityNet Captions dataset connects videos to a series of temporally annotated sentence descriptions. Each sentence covers an unique segment of the video, describing multiple events that occur. These events may occur over very long or short periods of time and are not limited in any capacity, allowing them to co-occur.

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Jan 27, 2020 · The annual "TREC Video Retrieval Evaluation" (TRECVID) is an event in which organizations with an interest in information retrieval research take part in a coordinated series of experiments using the same experimental data. The goal of the conference series is to create the infrastructure necessary for large-scale evaluation of research ...
Dec 14, 2020 · Steps to pre-processing the full ImageNet dataset. There are five steps to preparing the full ImageNet dataset for use by a Machine Learning model: Verify that you have space on the download target. Set up the target directories. Register on the ImageNet site and request download permission. Download the dataset to local disk or Compute Engine VM.
New York State COVID-19 Data is Now Available on Open NY. Browse, download, and analyze COVID-19-related data from the New York State Department of Health. The data will be updated on a daily basis.

Feb 07, 2002 · Where play video games 1=Arcade, 2=Home on a system, 3=Home on a computer 4=Home on computer and system, 5=Arcade and Home(system or computer) 6=Arcade and home (both system and computer) freq How often play video games 1=Daily, 2=Weekly, 3=Monthly, 4=Semesterly busy Play if busy 0=no, 1=yes educ Is playing video games educational? 0=no, 1=yes Download Image URLs All image URLs are freely available. How to download the URLs of a synset from your Brower? Type a query in the Search box and click "Search" button Datasets. The Street View Image, Pose, and 3D Cities Dataset is available here, project page. The Joint 2D-3D-Semantic (2D-3D-S) Dataset is available here. The Stanford Online Products dataset is available here. The ObjectNet3D Dataset is available here. The Stanford Drone Dataset is available here.


This dataset contains 8 video categories with 5 to 16 videos sequences in each category. Each individual video file (.zip or .7z) can be downloaded separately. Alternatively, all videos files within one category can be downloaded as a single .zip or .7z file. Each video file when uncompressed becomes a directory which contains the following:

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The Video Processing Analysis Resource is a toolkit of scripts and Java programs that enable the markup of visual data ground truth, and systems for evaluating how closely sets of result data approximate that truth. The Performance Evaluation Problem
2. K. Messer, J. Matas, J. Kittler, J. Luettin, and G. Maitre, “XM2VTSDB: the Extended of M2VTS Database,” in Proceedings of International Conference on Audio- and Video-Based Person Authentication, pp. 72-77, 1999. The dataset is intended for research purposes only and as such cannot be used commercially.
Video tutorials Free webinars Publications . Bookstore Stata Journal Stata News. Author Support Program Editor Support Program Teaching with Stata Examples and datasets Web resources Training Stata Conferences. 2021 Stata Conference Upcoming meetings Proceedings. The Stata Blog Statalist Social media Email alerts Disciplines

Online Video Characteristics and Transcoding Time Dataset Data Set Download: Data Folder, Data Set Description. Abstract: The dataset contains a million randomly sampled video instances listing 10 fundamental video characteristics along with the YouTube video ID. SVD is a large-scale short video dataset, which contains over 500,000 short videos collected from http://www.douyin.com and over 30,000 labeled pairs of near-duplicate videos.ImageNet Large-Scale Visual Recognition Challenge 2015 (ILSVRC2015) introduced a task called object-detection-from-video(VID) with a new dataset. So I go to the ILSVER2015 website and try to find the dataset.


Deep Drive PLWarsaw 0002 sequence4K dataset. An icon used to represent a menu that can be toggled by interacting with this icon.

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Dec 02, 2020 · FeaturesDict({ 'rgb_screen': Video(Image(shape=(128, 128, 3), dtype=tf.uint8)), }) Examples ( tfds.as_dataframe ): Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License , and code samples are licensed under the Apache 2.0 License .

Home Welcome to the British Sign Language Corpus Project The British Sign Language (BSL) Corpus is a collection of video clips showing Deaf people using BSL, together with background information about the signers and written descriptions of the signing in ELAN. The video clips were collected as part of the The "3D Poses in the Wild dataset" is the first dataset in the wild with accurate 3D poses for evaluation. While other datasets outdoors exist, they are all restricted to a small recording volume. 3DPW is the first one that includes video footage taken from a moving phone camera. The dataset includes: 60 video sequences. 2D pose annotations.


The size of the dataset is around 15GB and is stored as a single Bzip2-compressed file named yfcc100m_dataset.bz2. At the moment you will need to have an AWS account to download the file from the bucket, although Webscope is working to find a solution so you can get the dataset without needing one.

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Naver Vlive videos dataset. updated 3 years ago. 7 votes. Kernels. Detecting helmets in videos. a month ago in NFL 1st and Future - Impact Detection. 77 votes. How to Teach an AI to Dance. 2 years ago in Dancing Silhouettes for AI Training. 65 votes. Deepfake Detection - Face Extractor.
The data set con­sists of five mov­ing ob­jects cap­tured in front of a green plate and seven cap­tured us­ing the stop-mo­tion pro­ce­dure de­scribed be­low. We com­posed the ob­jects over a set of back­ground videos with var­i­ous lev­els of 3D cam­era mo­tion, color bal­ance, and noise.
Sea Animals Video Dataset - From the Aalborg University, this bounding box video dataset contains 89 videos with bounding box annotations of sea animals in the following six categories: fish, small fish, crab, shrimp, jellyfish, and starfish. 3. Stanford Dogs Dataset - This image dataset has over 20,000 images of 120 different dog breeds ...

The most versatile image dataset platform for machine learning. Organise, sort, version and classify your image and video datasets with V7. Sep 24, 2015 · e-Lab Video Data Set(s) intro: “Currently, e-VDS35 has 35 classes and a total of 2050 videos of roughly 10 seconds each (see histogram below). We are aiming to collect overall 1750 (50 × 35) videos with your help.”