LDTrungAp-QTPC Computer Vision Project

QTPC

Updated 2 years ago

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Classes (26)
cbtong_ct
cbtong_tt
cdien_gom_tt_ban
cdien_gom_tt_vo
cdien_polyme_tt_ban
cdien_polyme_tt_rach
cdien_ttinh_tt_ban
csat_tt
csv_dz_tt
dbcsu_tt
dcl_tt
ddan_boc_tt
ddan_tran_tt
ddan_tt_mon
ddan_tt_tua
ddan_tt_vatla
fco_tt
kdo_tt
kdre_tt
kneo_tt
krang_tt
lbs_tt
mnoi_tt
rec_tt
vday_tt
xa_tt
Description

Here are a few use cases for this project:

  1. Infrastructure Maintenance: The model can be used to automate the process of maintaining infrastructure such as power lines, roads, and other public facilities. By identifying and classifying different components of the city's infrastructure, the model could help predict and schedule necessary maintenance or repair works.

  2. Urban Planning: By analyzing the images of current infrastructure, planners and architects could use such data to design more efficient layouts for cities. The LDTrungAp-QTPC model would provide detailed classification of the existing urban components, enabling better planning and design for future development.

  3. Disaster Management: When natural disasters such as floods, earthquakes or storms occur, it's crucial to identify and repair damaged infrastructure swiftly to restore normalcy. The LDTrungAp-QTPC model would allow disaster management teams to quickly identify damaged elements like power lines, roads, and buildings using aerial images or satellite data.

  4. Security and Defense: The model can be used to analyze pictures or satellite footage for any abnormalities or possible threats in critical infrastructure like power stations, road networks etc. It can also be used to assess potential strategies or to carry out after-action reviews.

  5. Education and Training: The model could be used in teaching environments, specifically for training civil engineers, urban planners, or workers in infrastructure-related industries. By identifying and classifying different city components, they could understand common infrastructure elements more effectively. The visualization of the analysis could also provide a more engaging educational experience.

Supervision

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            ldtrungap-qtpc_dataset,
                            title = { LDTrungAp-QTPC Dataset },
                            type = { Open Source Dataset },
                            author = { QTPC },
                            howpublished = { \url{ https://universe.roboflow.com/qtpc-ngytu/ldtrungap-qtpc } },
                            url = { https://universe.roboflow.com/qtpc-ngytu/ldtrungap-qtpc },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jan },
                            note = { visited on 2024-11-05 },
                            }
                        
                    

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