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Hand Therapy is a peer-reviewed journal aimed at hand therapists and surgeons, occupational therapists and physiotherapists and other hand specialists. Its purpose is to publish original articles and short reports on the theory and practice of hand therapy and related fields. To date, the game has produced a dataset containing 130,525 expressions, referring to 96,654 distinct objects, in 19,894 photographs of natural scenes. This dataset is larger and more varied than previous REG datasets and allows us to study referring expressions in real-world scenes. We provide an in depth analysis of the resulting dataset.

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Voc Name. PASCAL VOC 2012 Dataset. Description. This dataset contains the data from the PASCAL Visual Object Classes Challenge 2012, a.k.a. VOC2012, corresponding to the Classification and Detection competitions.
We benchmark Unbiased Teacher with SSL setting using the MS-COCO and PASCAL VOC datasets, namely COCO-standard, COCO-additional, and VOC. When using only 1% labeled data from MS-COCO (COCO-standard), Unbiased Teacher achieves 6:8 absolute mAP improvement against the state-of-the-art method, STAC (Sohn et al.,2020b). Unbiased Teacher consistently In the series — Getting Datasets for Data Analysis tasks, we are looking at ways to access datasets from the internet. In the first part, we learnt to streamline Google search to find...

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Jul 05, 2019 · For each annual challenge, an annotated training dataset was released, along with an unannotated test dataset for which annotations had to be made and submitted to a server for evaluation. Typically, the training dataset was comprised of 1 million images, with 50,000 for a validation dataset and 150,000 for a test set.
images which are hand labelled with the presence/absence of 1000 categories. The images are mostly centered and the dataset is considered less challenging in terms of clutter and occlusion than other object recognition datasets such as PASCAL VOC [12]. We report results on a series of experiments we conducted on different recognition tasks. Checking what datasets are available for download¶ I strongly recommend you to check the documentation in order to see what datasets are available for download / use. The info_datasets() does list all available datasets + tasks in the dbcollection package and it is fine to see the list of available datasets. However, the documentation has much ...

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VOC dataset, while being an order of magnitude faster. 1. Introduction In recent years, figure-ground object segmentation has re-ignited interest in using unsupervised segmentation in an object recognition pipeline. Without supervision, systems such as [9,6,19,34,31] are able to generate a pool of over-
organic compound (VOC) emissions from all six major sectors in the three year survey, as seen in Figure ES-1. The top five sources of consumer product VOC emissions for each of the three years surveyed – Hand Sanitizer, Personal Fragrance Product (with 20 Percent of Less Fragrance), Hair Finishing Spray, This report uses the new Longitudinal Educational Outcomes (LEO) administrative dataset to provide the latest estimates of the impact of Higher Education (HE) on individuals’ early-career earnings after accounting for individuals’ pre-university characteristics. This will provide vital evidence for prospective students choosing whether, where and what to study at university. We ...

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Mar 09, 2020 · PASCAL Visual Object Classes (PASCAL VOC) PASCAL has 9963 images with 20 different classes. The training/validation set is a 2GB tar file. The dataset can be downloaded from the official website. The Cityscapes Dataset. This dataset contains images of city scenes. It can be used to evaluate the performance of vision algorithms in urban scenarios.
These datasets are used for machine-learning research and have been cited in peer-reviewed academic journals. Datasets are an integral part of the field of machine learning. Major advances in this field can result from advances in learning algorithms (such as deep learning), computer hardware, and, less-intuitively, the availability of high-quality training datasets. A result list shows datasets that match the chosen criteria, mentioned in the 'Criteria' at the top of the list. Criteria may be removed individually using the 'x' mark beside them. Sort options are also available; clicking toggles the sort order (ascending/descending). On most result lists, refine options are available (at the right-hand side).

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28 Likes, 0 Comments - Cindy Jenkins Group Jax (@cindyjenkinsgroupjacksonville) on Instagram: “It’s official, I got my younger daughter, Madison, all settled in at USF in Tampa.
The data include 54,000 hand and arm gestures recorded with an RGB-D KinectTMcamera. The data are organized into batches of 100 gestures pertaining to a small gesture vocabulary of 8–12 gestures, recorded by the same user. Short continuous sequences of 1–5 randomly selected gestures are recorded. analysis was performed to develop a fundamental understanding of the collected first-hand data. Step 2: Randomly split the full dataset collecte d in Semester A into a training dataset and a testing dataset. First, the students final exam scores (maximum: 100) were divided into different levels: 100-90, 89-80, 79-70, 69-60, and below 59.

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Datasets The effects of arthritis gloves on people with Rheumatoid Arthritis or Inflammatory Arthritis with hand pain: a study protocol for a multi-centre randomised controlled trial (the A-GLOVES trial)
The dataset contains data from several sources, check the links on the website for individual Dataset contains 9 hours of motion capture data, 17 hours of video data from 4 different points of...