mfr2 Computer Vision Project

Masked Face Recognition

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Classes (215)
AdrianDunbar-with-mask
AdrianDunbar-without-mask
AgnesChow-with-mask
AgnesChow-without-mask
AhmadAli-with-mask
AhmadAli-without-mask
AlvinYeung-with-mask
AlvinYeung-without-mask
AngelaMerkel-with-mask
AngelaMerkel-without-mask
ArianaGrande-with-mask
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ArifAlvi-with-mask
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ArnoldSchwarzenegger-without-mask
BarackObama-with-mask
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BellaHadid-with-mask
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BenAffleck-with-mask
BenAffleck-without-mask
BorisJohnson-with-mask
BorisJohnson-without-mask
BrainKemp-with-mask
BrainKemp-without-mask
BrodyJenner-with-mask
BrodyJenner-without-mask
CarrieLam-with-mask
CarrieLam-without-mask
CharlieBaker-with-mask
CharlieBaker-without-mask
ChinglungLai-with-mask
ChinglungLai-without-mask
ChrisTang-with-mask
ChrisTang-without-mask
CristianoRonaldo-with-mask
CristianoRonaldo-without-mask
DennyTamaki-with-mask
DennyTamaki-without-mask
DonaldTrump-with-mask
DonaldTrump-without-mask
DonnellRawlings-with-mask
DonnellRawlings-without-mask
DougDucey-with-mask
DougDucey-without-mask
EmmanuelMacron-with-mask
EmmanuelMacron-without-mask
EricGarcetti-with-mask
EricGarcetti-without-mask
FloydMayweather-with-mask
FloydMayweather-without-mask
GaryHerbert-with-mask
GaryHerbert-without-mask
GavinNewsom-with-mask
GavinNewsom-without-mask
GretchenWhitmer-with-mask
GretchenWhitmer-without-mask
HsienloongLee-with-mask
HsienloongLee-without-mask
IgorMatovic-with-mask
IgorMatovic-without-mask
ImranKhan-with-mask
ImranKhan-without-mask
IngwenTsai-without-mask
IvankaTrump-with-mask
IvankaTrump-without-mask
JaeinMun-with-mask
JaeinMun-without-mask
JaredPolis-with-mask
JaredPolis-without-mask
JayChou-with-mask
JayChou-without-mask
JennieKim-with-mask
JennieKim-without-mask
JihyoPark-with-mask
JihyoPark-without-mask
JinpingXi-without-mask
JiyongKwon-with-mask
JiyongKwon-without-mask
JoeBiden-with-mask
JoeBiden-without-mask
JonathanBennet-with-mask
JonathanBennet-without-mask
JoshuaWong-with-mask
JoshuaWong-without-mask
JuhyunBae-with-mask
JuhyunBae-without-mask
JuniusHo-with-mask
JuniusHo-without-mask
JustinTrudeau-with-mask
JustinTrudeau-without-mask
KamalaHarris-with-mask
KamalaHarris-without-mask
KeqiangLi-with-mask
KeqiangLi-without-mask
KimKardashian-with-mask
KimKardashian-without-mask
KuoyuHan-with-mask
KuoyuHan-without-mask
KwokhungLeung-with-mask
KwokhungLeung-without-mask
KwokyungYuen-with-mask
KwokyungYuen-without-mask
KyriakosMitsotakis-with-mask
KyriakosMitsotakis-without-mask
LadyGaga-with-mask
LadyGaga-without-mask
LalisaManobal-with-mask
LalisaManobal-without-mask
LarryHogan-with-mask
LarryHogan-without-mask
LeoMessi-with-mask
LeoMessi-without-mask
MatthewCheung-with-mask
MatthewCheung-without-mask
MatthewMorrison-with-mask
MatthewMorrison-without-mask
MikeDewine-with-mask
MikeDewine-without-mask
MinatozakiSana-with-mask
MinatozakiSana-without-mask
MitchMcConnell-with-mask
MitchMcConnell-without-mask
MuhammadFahmi-with-mask
MuhammadFahmi-without-mask
NancyPelosi-with-mask
NancyPelosi-without-mask
NanshanZhong-with-mask
NanshanZhong-without-mask
NarendraModi-with-mask
NarendraModi-without-mask
PaulChan-with-mask
PaulChan-without-mask
PharrellWilliams-with-mask
PharrellWilliams-without-mask
PhilMurphy-with-mask
PhilMurphy-without-mask
PriscillaLeung-with-mask
PriscillaLeung-without-mask
RalphNortham-with-mask
RalphNortham-without-mask
ReginaLp-with-mask
ReginaLp-without-mask
ReneeMorrison-with-mask
ReneeMorrison-without-mask
RonDesantis-with-mask
RonDesantis-without-mask
RoyCooper-with-mask
RoyCooper-without-mask
SelinaGomez-with-mask
SelinaGomez-without-mask
SelvesterStallone-with-mask
ShinzoAbe-with-mask
ShinzoAbe-without-mask
ShowLo-with-mask
ShowLo-without-mask
SimonCowell-with-mask
SimonCowell-without-mask
SophiaChan-with-mask
SophiaChan-without-mask
SteveHarvey-with-mask
SteveHarvey-without-mask
StevenReed-with-mask
StevenReed-without-mask
SuejiBae-with-mask
SuejiBae-without-mask
TaeyeonKim-with-mask
TaeyeonKim-without-mask
TakeOff-with-mask
TakeOff-without-mask
TaroKono-with-mask
TaroKono-without-mask
TestImage-boy-without-mask
TestImage-boy2-without-mask
TestImage-girl-with-mask
TestImage-girl-without-mask
TestImage-with-mask
TestImage-without-mask
TomCruise-with-mask
TomCruise-without-mask
TomWolf-with-mask
TomWolf-without-mask
TsaiIngwen-with-mask
TsaiIngwen-without-mask
TwiceOnce-boy-with-mask
TwiceOnce-boy2-with-mask
TwiceOnce-boy3-with-mask
TwiceOnce-girl-with-mask
TwiceOnce-girl-without-mask
TwiceOnce-girl2-with-mask
TwiceOnce-girl2-without-mask
TwiceOnce-girl3-with-mask
TwiceOnce-girl3-without-mask
TwiceOnce-girl4-with-mask
TwiceOnce-girl4-without-mask
TwiceOnce-kid-with-mask
TzuyuChou-with-mask
TzuyuChou-without-mask
UddhavThackery-without-mask
UrsulaLeyen-with-mask
UrsulaLeyen-without-mask
VassilisKikilias-with-mask
VassilisKikilias-without-mask
WinnieYu-with-mask
WinnieYu-without-mask
XiJinping-with-mask
XiJinping-without-mask
YoshihideSuga-with-mask
YoshihideSuga-without-mask
YurikoKoike-with-mask
YurikoKoike-without-mask
ZacEfron-with-mask
ZacEfron-without-mask
ZuzanaCaputova-with-mask
ZuzanaCaputova-without-mask
Description

Here are a few use cases for this project:

  1. Public Health Compliance Monitoring: The model could be used to monitor the compliance of public figures with the health recommendations regarding the use of face masks. This could be used by both health agencies and media outlets.

  2. Facial Recognition Enhancement: The dataset can be used to enhance existing facial recognition models for better accuracy even when the individuals are wearing masks.

  3. Mask Detection in Public Spaces: The model could be deployed in real-time surveillance systems to detect mask-wearing compliance in public spaces.

  4. Celebrity Studies: The model could help in studying the mask-wearing habits of popular celebrities and politicians, observing the impact these figures have on public health compliance.

  5. Personal Protection Equipment Compliance: The model could be used to ensure compliance with mask-wearing in workplaces or environments where such Personal Protection Equipment is mandatory.

Supervision

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Cite This Project

LICENSE
MIT

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

                        @misc{
                            mfr2_dataset,
                            title = { mfr2 Dataset },
                            type = { Open Source Dataset },
                            author = { Masked Face Recognition },
                            howpublished = { \url{ https://universe.roboflow.com/masked-face-recognition/mfr2 } },
                            url = { https://universe.roboflow.com/masked-face-recognition/mfr2 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { sep },
                            note = { visited on 2024-11-23 },
                            }