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Department of Computer Architecture

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Open Research Data

  • Tagged images with LEGO bricks moving on the conveyor belt
    Open Research Data
    open access - series: LEGO - partial

    The data set conatins tagged images conatining LEGO bricks used for traning LEGO bricks detecting network. The dataset contains frames taken from video recordings of lego bricks moving on a conveyor belt. The images conatin from 0 to 7 bricks. In total there are 5459 tagged lego bricks in 4340 images and 3390 images without any bricks in them. The images...

  • Video of LEGO bricks on conveyor belt - slopes, arcs and rainbows
    Open Research Data
    open access - series: Video of LEGO bricks on conveyor belt

    The set contains videos of LEGO bricks (slopes, arcs and rainbows) moving on a white conveyor belt. The videos were prepared for training neural network for recognition of LEGO bricks. The bricks were separated as much as possible and in most cases they should not overlap. The images were taken from different sides by stationary camera located over...

  • Video of LEGO bricks on conveyor belt - narrow special plates
    Open Research Data
    open access - series: Video of LEGO bricks on conveyor belt

    The set contains videos of LEGO bricks (narrow special plates) moving on a white conveyor belt. The videos were prepared for training neural network for recognition of LEGO bricks. The bricks were separated as much as possible and in most cases they should not overlap. The images were taken from different sides by stationary camera located over the...

  • Video of LEGO bricks on conveyor belt - narrow plates
    Open Research Data
    open access - series: Video of LEGO bricks on conveyor belt

    The set contains videos of LEGO bricks (narrow plates) moving on a white conveyor belt. The videos were prepared for training neural network for recognition of LEGO bricks. The bricks were separated as much as possible and in most cases they should not overlap. The images were taken from different sides by stationary camera located over the final conveyor...

  • Video of LEGO bricks on conveyor belt - Tiles and panels
    Open Research Data
    open access - series: Video of LEGO bricks on conveyor belt

    The set contains videos of LEGO bricks (tiles, panels, etc.) moving on a white conveyor belt. The videos were prepared for training neural network for recognition of LEGO bricks. The bricks were separated as much as possible and in most cases they should not overlap. The images were taken from different sides by stationary camera located over the final...

  • Video of LEGO bricks on conveyor belt - Tiles with studs
    Open Research Data
    open access - series: Video of LEGO bricks on conveyor belt

    The set contains videos of LEGO bricks (tiles with studs) moving on a white conveyor belt. The videos were prepared for training neural network for recognition of LEGO bricks. The bricks were separated as much as possible and in most cases they should not overlap. The images were taken from different sides by stationary camera located over the final...

  • Tagged images with bees
    Open Research Data
    open access - series: Bees

    Images taken from bee hive with tagged bees. The images are prepared for training yolo5 deep neural network (supplied with the data).

  • Tagged images with bees 3
    Open Research Data
    open access - series: Bees

    Images taken from bee hive with tagged bees. The images are random frames from movies recorded in may 2017 and 2018. All images are taken from full HD video stream.

  • Tagged images with bees 2
    Open Research Data
    open access - series: Bees

    Images taken from bee hive with tagged bees.

  • Video recordings of bees at entrance to hives
    Open Research Data
    open access - series: Bees

    Video recordings of bees at entrance to hives from 2017-04-22, 2017-04-23 and 2018-05-22. All recordings were made using hand-held full HD camera (Samsung Galaxy S3) and encoded using H.264 video codec (Standard Baseline Profile for mov files from 2017, High Profile for mp4 files from 2018) , 30 FPS and bit rate 14478 kb/s (mov files from 2017) or 16869 kb/s...

  • Video of LEGO bricks on conveyor belt - wheels, tires and caterpillars
    Open Research Data
    open access - series: Video of LEGO bricks on conveyor belt

    The set contains videos of LEGO bricks (wheels, tires and caterpillars) moving on a white conveyor belt. The images were prepared for training neural network for recognition of LEGO bricks. The bricks were separated as much as possible and in most cases they should not overlap. The images were taken from different sides by stationary camera located...

  • Video of LEGO bricks on conveyor belt - minifigures, animals, plants and accessories
    Open Research Data
    open access - series: Video of LEGO bricks on conveyor belt

    The set contains videos of LEGO bricks (minifigures, animals, plants and accessories) moving on a white conveyor belt. The images were prepared for training neural network for recognition of LEGO bricks. The bricks were separated as much as possible and in most cases they should not overlap. The images were taken from different sides by stationary camera...

  • Video of LEGO bricks on conveyor belt - Technic axles
    Open Research Data
    open access - series: Video of LEGO bricks on conveyor belt

    The set contains videos of LEGO bricks (Technic axles) moving on a white conveyor belt. The videos were prepared for training neural network for recognition of LEGO bricks. The bricks were separated as much as possible and in most cases they should not overlap. The images were taken from different sides by stationary camera located over the final conveyor...

  • Video of LEGO bricks on conveyor belt - flags and signs
    Open Research Data
    open access - series: Video of LEGO bricks on conveyor belt

    The set contains videos of LEGO bricks (flags and signs) moving on a white conveyor belt. The images were prepared for training neural network for recognition of LEGO bricks. The bricks were separated as much as possible and in most cases they should not overlap. The images were taken from different sides by stationary camera located over the final...

  • Video of LEGO bricks on conveyor belt - gears
    Open Research Data
    open access - series: Video of LEGO bricks on conveyor belt

    The set contains videos of LEGO bricks (gears) moving on a white conveyor belt. The videos were taken for gathering images for training neural network for recognition of LEGO bricks. The bricks were separated as much as possible and in most cases they should not overlap. The images were taken from different sides by stationary camera located over the...

  • Video of LEGO bricks on conveyor belt - Narrow Brics
    Open Research Data
    open access - series: Video of LEGO bricks on conveyor belt

    The set contains videos of LEGO bricks (narrow bricks, with on side no wider than 1 stud) moving on a white conveyor belt. The videos were prepared for training neural network for recognition of LEGO bricks. The bricks were separated as much as possible and in most cases they should not overlap. The images were taken from different sides by stationary...

  • Video of LEGO bricks on conveyor belt - Technic Brics
    Open Research Data
    open access - series: Video of LEGO bricks on conveyor belt

    The set contains videos of LEGO bricks (Technic bricks) moving on a white conveyor belt. The videos were prepared for training neural network for recognition of LEGO bricks. The bricks were separated as much as possible and in most cases they should not overlap. The images were taken from different sides by stationary camera located over the final conveyor...

  • Video of LEGO bricks on conveyor belt - Wide Brics
    Open Research Data
    open access - series: Video of LEGO bricks on conveyor belt

    The set contains videos of LEGO bricks (wide bricks, with each side having more than 1 stud) moving on a white conveyor belt. The videos were prepared for training neural network for recognition of LEGO bricks. The bricks were separated as much as possible and in most cases they should not overlap. The images were taken from different sides by stationary...

  • Video of LEGO bricks on conveyor belt - Special Brics
    Open Research Data
    open access - series: Video of LEGO bricks on conveyor belt

    The set contains videos of LEGO bricks (special bricks, with additional connectors etc.) moving on a white conveyor belt. The videos were prepared for training neural network for recognition of LEGO bricks. The bricks were separated as much as possible and in most cases they should not overlap. The images were taken from different sides by stationary...

  • Video of LEGO bricks on conveyor belt - Technic pins
    Open Research Data
    open access - series: Video of LEGO bricks on conveyor belt

    The set contains videos of LEGO bricks (Technic pins) moving on a white conveyor belt. The images were prepared for training neural network for recognition of LEGO bricks. The bricks were separated as much as possible and in most cases they should not overlap. The images were taken from different sides by stationary camera located over the final conveyor...

  • Video of LEGO bricks on conveyor belt - Bricks with studs on the side
    Open Research Data
    open access - series: Video of LEGO bricks on conveyor belt

    The set contains videos of LEGO bricks (bricks with studs on the side) moving on a white conveyor belt. The videos were prepared for training neural network for recognition of LEGO bricks. The bricks were separated as much as possible and in most cases they should not overlap. The images were taken from different sides by stationary camera located over...

  • Video of LEGO bricks on conveyor belt - Plates with studs on the side
    Open Research Data
    open access - series: Video of LEGO bricks on conveyor belt

    The set contains videos of LEGO bricks (plates with studs on the side) moving on a white conveyor belt. The videos were prepared for training neural network for recognition of LEGO bricks. The bricks were separated as much as possible and in most cases they should not overlap. The images were taken from different sides by stationary camera located over...

  • Automatically created and partially veriffied Wikipedia - WordNet mappings
    Open Research Data
    open access

    Mapping between Wikipedia articles and WordNet synsets. The mappings between Wikipedia articles and WordNet synsets were obtained automatically using 4 algorithms of data processing. The automatically generated mappings were than a subject of verification by a group of volunteers using crowdsourcing approach through so called Games with a Purpose. The...

  • LDRAW based renders of LEGO bricks moving on a conveyor belt
    Open Research Data
    open access
    • T. Boiński
    • K. Zawora
    • S. Zaraziński
    • B. Śledź
    • B. Łobacz
    - series: LEGO

    The set contains renders of 5237 LEGO bricks moving on a white conveyor belt. The images were prepared for training neural network for recognition of LEGO bricks. For each brick starting position, alignment and color was selected (simulating the brick falling down on the conveyour belt) and than 10 images was created while the brick was moved across...

  • Photos of LEGO bricks
    Open Research Data
    open access - series: LEGO - partial

    Random photos of the following LEGO bricks: 2419, 2450, 3022, 3031, 4070, 30357, 41682, 44570, 47998, 52107, 54383, 54384, 64799, 87609, 93274, 99206, 99781. The bricks were placed on a white sheet of paper, the photos were taken by hand, using Huawei P20 PRO camera positioned above the bricks. The photos were taken with and without flashlight. The...

  • LDRAW based positional renders of LEGO bricks
    Open Research Data
    open access
    • M. Wysoczańska
    • M. Rutkiewicz
    • K. Mastalerz
    • T. Boiński
    - series: LEGO - partial

    243 different LEGO bricks renders of size 250x250 in 5 colors in 120 viewing angles stored as JPEG images. The renders are used to train neural networks for bricks recognition. All images were generated using L3P (http://www.hassings.dk/l3/l3p.html) and POV-Ray (http://www.povray.org/) tools and were based on the 3D models from LDraw (https://www.ldraw.org/)...