Artificial Intelligence

This dataset contains the test instances for the paper "A Matrix-cube-based Estimation of Distribution Algorithm for No-Wait Flow-Shop Scheduling with Sequence-Dependent Setup Times and Release Times".

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In this paper, we propose the first method to allow everyone to easily reconstruct their own 3D inner-body under clothing from a self-captured video with the mean reconstruction error of 0.73cm within 15s, avoiding privacy concerns arising from nudity or minimal clothing.

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This dataset consists of chest images of patients with different kinds of lung diseases.

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Dataset generated with Unreal Engine 4 and Nvidia NDDS. Contains 1500 images of each object: Forklift, pallet, shipping container, barrel, human, paper box, crate, and fence. These 1500 images are split into 500 images from each environment: HDRI and distractors, HDRI with no distractors, and a randomized environment with distractors.

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We provide ground truth images and moiré images in raw domain and sRGB domain respectively, which are placed in four folders gt_RAW_npz, gt_RGB, moire_RAW_npz and moire_RGB. The ground truth raw image is actually pseudo ground truth. The users can regenerate them by utilizing other RGB to raw inversing algorithms. Our raw domain data is stored in npz format, including black level corrected data, black level value, white level value and white balance value.

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The data is divided into a training set of 999 images and a test set of 335 images. The size of each 2D ultrasound image is 800 by 540 pixels with a pixel size ranging from 0.052 to 0.326 mm. The pixel size for each image can be found in the csv files: ‘training_set_pixel_size_and_HC.csv’ and ‘test_set_pixel_size.csv’. The training set also includes an image with the manual annotation of the head circumference for each HC, which was made by a trained sonographer.

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We collected data from four popular social networks.  Based on the obtained usernames, we construct three datasets that contain positive instances. The three datasets are named WB-BD, WB-BL, and WB-DY. WB, BD, BL, and DY are the abbreviations of Sina Weibo, Baidu, BiliBili, and Douyin, respectively. 

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The ARKitFace dataset is established for training and evaluating both 3D face shape and 6DoF in the setting of perspective projection. A total of 500 volunteers, aged 9 to 60, are invited to record the dataset. They sit in a random environment, and the 3D acquisition equipment is fixed in front of them, with a distance ranging from about 0.3m to 0.9m. Each subject is asked to perform 33 specific expressions with two head movements (from looking left to looking right / from looking up to looking down). 3D acquisition equipment we used is an iPhone 11.

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The portrait thangka image is a kind of religious scroll painting that expresses figures' identity and duties through portraits, sitting platforms, and backlighting.we elaborately collected a dataset of portrait-like thangkas, which consists of 4086 images covering four object categories.We provide rich annotation for this dataset.

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