2023.5.17
/ May 17, 2023; 12 months ago (2023-05-17)[1]
Written in
python
Operating system
Cross-platform
Type
Graphics software
License
GPL
Website
taglab.isti.cnr.it
TagLab is an interactive open source software system for facilitating the precise annotation of benthic species in orthophoto of the bottom of the sea. TagLab can automatically extract statistical informations about the evolution of monitored species and it segments large images using CNN-based algorithms.[2]
TagLab used also for the monitoring of the health of coral reefs, in order to quantify over large orthophotos of the seabed the extent of coral bleaching events.[3]
Notable users of TagLab are MOTE Marine Laboratory,[4] the Hawaiʻi Institute of Marine Biology,[5] National Oceanic and Atmospheric Administration,[6] and Scripps Institution of Oceanography.[7]
TagLab is listed as one of the main tools for the standard operating procedures for the use of large-area imaging in
tropical shallow water coral reef monitoring, research, and restoration.[8]
TagLab has won the 2023 VRVis Visual Computing Award for being "an open-source software solution that mitigates technological disparities between labs and promotes shared data standards and protocols".[9]
^"TagLab 17 release notes". Official GitHub repository. 2023-02-24.
^Pavoni, Gaia; Corsini, Massimiliano; Ponchio, Federico; Muntoni, Alessandro; Edwards, Clinton; Pedersen, Nicole; Sandin, Stuart; Cignoni, Paolo (2022). "TagLab: AI-assisted annotation for the fast and accurate semantic segmentation of coral reef orthoimages". Journal of Field Robotics. 39 (3): 246–262. doi:10.1002/rob.22049. S2CID 244648241.
^Kopecky, Kai L.; Pavoni, Gaia; Nocerino, Erica; Brooks, Andrew J.; Corsini, Massimiliano; Menna, Fabio; Gallagher, Jordan P.; Capra, Alessandro; Castagnetti, Cristina; Rossi, Paolo; Gruen, Armin; Neyer, Fabian; Muntoni, Alessandro; Ponchio, Federico; Cignoni, Paolo (18 August 2023). "Quantifying the Loss of Coral from a Bleaching Event Using Underwater Photogrammetry and AI-Assisted Image Segmentation". Remote Sensing. 15 (16): 4077. Bibcode:2023RemS...15.4077K. doi:10.3390/rs15164077. hdl:11380/1316375. ISSN 2072-4292.
^"Hybrid Reef Coastal Erosion Project". 31 October 2016.
^Costa, Bryan; Sweeney, Edward; Mendez, Arnold (October 2022). "Leveraging Artificial Intelligence to Annotate Marine Benthic Species and Habitats". Noaa Technical Memorandum Nos Nccos. 306. doi:10.25923/7kgv-ba52.
^Riegl, Bernhard, ed. (2020). Population Dynamics of the Reef Crisis. Elsevier Science. pp. 174–177. ISBN 9780128215302.
^Sophie, Cook; G., Rojano, Sarah; B., Edwards, Clinton; A., Bollinger, Michael; Jordan, Pierce; Shay, Viehman, T. (2023). "Standard operating procedures for the use of large-area imaging in tropical shallow water coral reef monitoring, research and restoration: Applications for Mission: Iconic Reefs restoration in the Florida Keys National Marine Sanctuary". doi:10.25923/w8h9-4z75. {{cite journal}}: Cite journal requires |journal= (help)CS1 maint: multiple names: authors list (link)
^"Gaia Pavoni and Thomas Höllt win VRVis Visual Computing Award".
TagLab is an interactive open source software system for facilitating the precise annotation of benthic species in orthophoto of the bottom of the sea...
transects and AI-assisted image segmentation with open source tools like TagLab to identify from these photos the health status of the corals. Increasing...
semi-automatic segmentation techniques are applied using open source tools like TagLab. It is difficult to create a substantial plan for the protection of coral...
TAG Heuer S.A., founded Heuer AG (/ˌtæɡ ˈhɔɪ.ər/ TAG HOY-ər) is a Swiss luxury watchmaker. Founded in 1860 by Edouard Heuer in St-Imier, Switzerland, it...
Media Design Institute (KMDI) and the Technologies for Aging Gracefully Lab (TAGlab) at UofT. He was the founder of Canada's research network on collaboration...
high immunoreactivity. Epitope tags include ALFA-tag, V5-tag, Myc-tag, HA-tag, Spot-tag, T7-tag and NE-tag. These tags are particularly useful for western...
with a device that pierces the animal's ear and installs the tag at the same time. Lab animals can also be identified by other methods such as ear punching...
GitLab Inc. is an open-core company that operates GitLab, a DevOps software package that can develop, secure, and operate software. The open-source software...
protect privacy for RFID item tagging for retail use are the EPCglobal kill command and the Clipped Tag proposed by IBM. RSA Labs press release Contactless...
numerical change corresponds to a similar perceived change in color. While the LAB space is not truly perceptually uniform, it nevertheless is useful in industry...
SmartThings mobile app. The SmartTag & SmartTag plus were announced at Samsung's Galaxy Unpacked event on January 14, 2021, SmartTag was included with every Galaxy...
MS2 tagging is a technique based upon the natural interaction of the MS2 bacteriophage coat protein with a stem-loop structure from the phage genome,...
Tekken Tag Tournament 2 is the eighth installment in the Tekken fighting game series and the sequel to Tekken Tag Tournament. It was released for the arcades...
decides to have a more relaxed and informal date with Carly in the pathology lab. 39 3 "Claire" Allison Liddi-Brown Liz Friedman & Tracy Taylor October 7...
team has to race against the clock to solve both cases. 91 10 "Dead Sleep / Tag Team" Cincinnati, Ohio / Memphis, Tennessee January 24, 2008 (2008-01-24)...
new invention. Upon arrival in Halloweenville, Kooky Scientist Von Drake's lab assistants Fritz Chip and Igor Dale accidentally break the Whatsamatter Fix-It...
Paimon is a spirit named in early grimoires. These include The Lesser Key of Solomon (in the Ars Goetia), Johann Weyer's Pseudomonarchia Daemonum, Jacques...
be his lab assistant, finally getting the job by calling in the middle of the night. Sheldon is insulted that it is only menial tasks in the lab and quits...
A hashtag is a metadata tag that is prefaced by the hash symbol, #. On social media, hashtags are used on microblogging and photo-sharing services such...
Graffiti Research Lab is an art project founded by Evan Roth and James Powderly and run from Eyebeam OpenLab, a non-profit technology and art center where...
men in the area. They find a button, British coins from the 1700s, a metal tag with a name on it, and a lead ingot used for making musket balls. In the...