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Pierre Hubert aae27700ad Ajout des schémas sur les modèles		2023-04-13 23:19:30 +02:00
boxes	Add Jennifer Lawrence data	2023-04-13 22:50:34 +02:00
embeddings	Add Jennifer Lawrence data	2023-04-13 22:50:34 +02:00
schemas	Ajout des schémas sur les modèles	2023-04-13 23:19:30 +02:00
src	Add comparison matrix	2023-04-13 20:10:59 +02:00
diff_table.txt	Add comparison matrix	2023-04-13 20:10:59 +02:00
faces_location.txt	Add Jennifer Lawrence data	2023-04-13 22:50:34 +02:00
README.md	Ajout des schémas sur les modèles	2023-04-13 23:19:30 +02:00
TODO.md	Ajout des schémas sur les modèles	2023-04-13 23:19:30 +02:00
URLs	Ajout des schémas sur les modèles	2023-04-13 23:19:30 +02:00

README.md

Expérimentations de reconnaissance faciale

Les images sources

Chris Evan

https://upload.wikimedia.org/wikipedia/commons/0/0e/Chris_Evans_-Captain_America_2_press_conference%28cropped%29.jpg
https://upload.wikimedia.org/wikipedia/commons/3/36/MJK_68238_Daniel_Br%C3%BChl_%28Berlinale_2020%29.jpg

Robert Downey

Jennifer Lawrence

Margot Robbie

Ces images sont normalement toutes libres de droits. Il peut cependant être judicieux d'indiquer leur source pour en attester.

Une copie de ces images est disponible dans le dossier src

Emplacement des visages

src/ChrisEvan1.jpg: De 490x218 à 1128x1008

src/ChrisEvan2.jpg: De 541x1006 à 1844x2347

src/MargotRobbie1.jpg: De 527x181 à 1014x715

src/MargotRobbie2.jpg: De 697x359 à 1680x1358

src/RobertDowney1.jpg: De 384x159 à 845x736

src/RobertDowney2.jpg: De 360x119 à 553x350

src/JenniferLawrence1.png: De 196x115 à 365x314

src/JenniferLawrence2.png: De 695x428 à 1591x1396

"Embeddings"

L'ensemble des nombres caractérisant les visages générés par mon modèle de classification des visages sont disponibles dans le dossier embeddings.

Voici quelques exemples :

ChrisEvan1.jpg:

0.013588272 0.14924107 0.10293563 -0.0894408 -0.14983389 -0.15014969 -0.10940615 -0.08662054 -0.027009228 0.025306579 0.063713625 0.0029894528 -0.22485909 -0.1171356 -0.028612543 0.052584253 -0.01020841 0.08544659 -0.039860334 0.08512174 0.16187522 -0.12540862 0.04619039 -0.034596693 0.049454086 -0.003330931 -0.02040488 0.12404345 0.044619344 0.06511985 -0.18827626 0.1292971 -0.16731974 0.05794434 -0.080326095 0.13209893 -0.040213954 -0.0860508 -0.19195764 0.02851134 -0.012864292 0.08082352 0.042097613 0.12528199 0.00915616 0.04863165 0.15132628 0.034243103 -0.16731258 0.074604616 -0.065076664 -0.020548549 0.11536233 0.10212831 -0.0850409 -0.069237165 -0.046551146 0.13450986 -0.025315845 0.07234829 0.03134743 -0.013245294 -0.12022436 0.10452058 0.1345366 0.17489764 0.119002044 0.12792549 0.20691383 -0.025321007 -0.05199498 0.019840801 0.006721283 0.11697529 -0.08906952 0.15815419 0.06950762 -0.04278898 -0.03946757 -0.11027197 -0.06240656 -0.030829161 0.035503548 0.026103929 0.13984278 -0.08964199 0.045302223 -0.12754425 -0.008096112 0.11721313 -0.014474002 -0.031576354 0.14043052 0.065895215 -0.06676938 0.043812174 -0.10521634 0.009509598 -0.045587383 -0.02444263 0.00013175681 0.0056394055 0.048152678 -0.11565323 -0.124192216 -0.02743731 -0.163479 0.22907133 -0.022912463 0.036762048 0.03346427 0.035544943 0.026411045 0.11851789 0.020429777 0.19305018 -0.016451316 -0.09938731 -0.013517487 0.09305682 0.16937472 -0.02410161 -0.14735183 -0.10815277 0.06747906 -0.14740476 0.0958967 -0.020174563

JenniferLawrence1.png.txt

0.059789382 -0.06540175 0.09384677 -0.09344663 -0.124955855 -0.14620578 0.21621326 0.08681343 -0.22887544 0.16835837 -0.21205847 -0.09929459 -0.07712983 0.18850496 0.0040708827 0.06931689 -0.12965605 -0.19898388 0.15594587 -0.05846893 0.010512652 0.029273292 -0.06976994 -0.009134532 -0.075729 0.15730128 0.20621045 -0.14657775 -0.023199601 0.19438854 -0.025176251 0.16280289 0.15292016 0.203397 -0.042337168 -0.043469157 0.13448407 -0.07164188 0.25583833 0.014922339 -0.11000569 0.17076612 -0.11343877 -0.03459193 -0.07640086 0.09205383 -0.09176708 0.009503559 -0.10276184 -0.0680929 -0.06760132 0.12734948 -0.067464754 0.034245383 -0.030228864 -0.043915395 0.0072117387 0.1366474 0.032039784 0.039552618 -0.13448033 -0.049129415 -0.070208974 -0.11192467 0.0077691986 -0.09058856 0.007923333 0.15862593 -0.0441338 0.18257132 0.11437641 0.047846057 0.06540898 -0.056939643 -0.0064649535 0.04443105 -0.06582029 -0.094180234 0.026080629 -0.043123882 0.052541822 -0.066220045 -0.031253625 -0.014365362 -0.030886997 -0.015664259 -0.09257816 0.0117671965 -0.018785734 0.018891882 -0.086992756 0.1330208 -0.0472171 -0.013287547 -0.080245994 0.0035603195 -0.033081498 -0.017256219 0.06913957 0.0291235 -0.0057697054 -0.04429207 -0.17319635 -0.1331113 -0.048168566 -0.057445955 -0.11418376 -0.10913006 -0.12299465 0.11582708 -0.019224066 -0.1671122 0.011502104 -0.07045502 0.14687648 0.008338821 -0.057212986 -0.07145432 0.11368221 0.06900518 0.07788772 -0.042550106 -0.17789641 0.045252983 0.014051363 0.024645478 0.09975756 0.08491579

README.md

Expérimentations de reconnaissance faciale

Les images sources

Emplacement des visages

"Embeddings"

Schéma du fonctionnement général

Détection des visages

Classification des visages

Processus complet

Explications sur les modèles