Afeṣṣel Anmetti Ensenas Tool to Improve Communication sɣur Udem Universidad de Monterrey Ensenas is a digital tool created to improve communication between people with hearing disabilities and hearing people in Mexico. Ensenas uses a machine learning model that reads Mexican Sign Language in real time and translates words into written Spanish. The model was trained with a data set of 400 videos of common signs, labeled and analyzed frame by frame through pose estimation. A responsive website presents the project and offers the research, the model and the data set for free download. The aim is to reduce the communication gap.
Afeṣṣel i yewwin A' Design Award
Afeṣṣel Ensenas Tool to Improve Communication sɣur Udem Universidad de Monterrey d abrid ɣer rbbeḥ deg Arraz A' n Ufeṣṣel Anmetti. Afeṣṣel Ensenas Tool to Improve Communication yewwi arraz A' Design Award deg useggas 2023, u yettwasken-d ɣef usmel Awarded Design gar yifeṣṣilen-nniḍen ufrinen. Sniremt talqayt n usenfar, afet-d leqdicat-nniḍen sɣur Udem Universidad de Monterrey, u walit ayɣer afeṣṣel Ensenas Tool to Improve Communication yufrar gar yimdanen-is.
Ɣef ufeṣṣel Ensenas
Afeṣṣel Anmetti Ensenas Tool to Improve Communication sɣur Udem Universidad de Monterrey Ensenas is a digital tool created to improve communication between people with hearing disabilities and hearing people in Mexico. Ensenas uses a machine learning model that reads Mexican Sign Language in real time and translates words into written Spanish. The model was trained with a data set of 400 videos of common signs, labeled and analyzed frame by frame through pose estimation. A responsive website presents the project and offers the research, the model and the data set for free download. The aim is to reduce the communication gap. Afeṣṣel Ensenas yewwi A' Design Award deg uswir n wuzzal, aselmed n wazal yettwaqadren deg A' Design Award & Competition. Ifeṣṣilen n uswir n wuzzal sbanayen-d tiktiwin iǧehden d ufeṣṣel amahilan. Tefren-iten-d tesqamut tameqqrant n yimsekyaden, i wakken ad d-ffɣen gar leqdicat i yewwin arrazen, seld askazal asdawan aɣezfan, ameɛḍul, ibedden ɣef wazal n leqdic, war aḥabi, ideg ifeṣṣilen i arraz ttwafranen s tefrant ilmend n usenqed udriɣ sɣur imtawa, war ma yella usenqad yeẓra isem n umeskar, s yisefran n uskazal yellan yakan, i izemren ad yeẓr yal yiwen.
Ifeṣṣilen-nniḍen sɣur Udem Universidad de Monterrey
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Tiferni n ufeṣṣel n wass

Amfeṣṣel n wass Yal ass, A' Design Award yesskan-d amfeṣṣel yesɛan tawtilt tameqqrant, i d-yesnulfuyen ifeṣṣilen, ifarisen, isenfaren d tsegda tineṣliyin d timaynutin, d Amfeṣṣel n wass. Ass-a, nefṛeḥ ad awen-d-nessisen yiwen seg yimfeṣṣilen yufraren n umaḍal, i ibeddlen s yifeṣṣilen-nsen amek nettidir amaḍal.

Adiwenni n ufeṣṣel n wass Ɣret idiwenniyen d yimeslayen ineggura ɣef ufeṣṣel, asnulfu, tatiknulujit d umaynut, gar yineɣmasen n ufeṣṣel d yimfeṣṣilen, isegdayen d yimsefraken n tecraḍ yettwassnen deg umaḍal. Issinet amek imfeṣṣilen d tecraḍ i yewwin A' Design Award ssiwiḍen ɣer tiferni tufrint n ufeṣṣel.

Tarbaɛt n ufeṣṣel n wass Yal ass, A' Design Award yesskan-d tarbaɛt n ufeṣṣel tufrint, i yewwin arrazen, yettsnulfuyen, d Tarbaɛt n ufeṣṣel n wass. Sniremt isenfaren ineṣliyen iččuren d asnulfu deg tsegda, ufeṣṣel yelhan, lbaḍna, ufeṣṣel udlif d tesnarrayt n ufeṣṣel, sɣur tirbaɛin n ufeṣṣel yufraren deg umaḍal meṛṛa.

Asalas n ufeṣṣel n wass Asalas n ufeṣṣel n wass, i yefren A' Design Award & Competition, yesskan-d imfeṣṣilen yuɣalen d isulas, i yerran amaḍal-nneɣ d amkan yelhan s yifarisen d yisenfaren-nsen yufraren, i inefɛen timetti u yessnernayen-tt. Sniremt ikaramen n leqdicat n yimfeṣṣilen n uswir agreɣlan, n yisegdayen yettwassnen d yimsnulfuyen.

Amfeṣṣel yettwafernen n wass Yal ass, A' Design Award & Competition yesskan-d amfeṣṣel ufrin s tidet, asegday yettwassnen, amezwaru deg usnulfu neɣ amsnulfu, i yettwafernen leqdic-is ilmend n wazal-is d amedya ufrin n ufeṣṣel yelhan, d Amfeṣṣel yettwafernen n wass. Sniremt ikaramen n leqdicat n ufeṣṣel i yewwin arrazen.

Tikti n ufeṣṣel n wass Yal ass, A' Design Award & Competition yesskan-d tikti n ufeṣṣel tamaynut s waṭas neɣ tamiḍrant n usnulfu, i d-yessbanayen axemmem aneṣli d tifratin i izemren ad ttwasqedcent, d Tikti n ufeṣṣel n wass. Sniremt timiḍranin tifrinin i yewwin arrazen, tarrayin n usnulfu d tmuɣliwin yettawin-d asiweḥ, seg umaḍal meṛṛa.

Ticreḍt n ufeṣṣel n wass Yal ass, A' Design Award & Competition yesskan-d ticreḍt tufrint i yerran afeṣṣel d ul n leqdic-is, d Ticreḍt n ufeṣṣel n wass, s usnirem n tmagit, n tmuɣli n usnulfu, n yifarisen d yisenfaren n tkebbanin d tuddsiwin yettsnulfuyen. Afet-d ticraḍ i yewwin arrazen d yifeṣṣilen-nsent imeqqranen.

Tameɣrut n ufeṣṣel n wass Yal ass, A' Design Award & Competition yesnirem tameɣrut taneṣlit n ufeṣṣel, d Tameɣrut n ufeṣṣel n wass, s uskan n yiɣunab i d-yettbanen, n ccbaḥa yettbeddilen d tnila timaynutin n usnulfu deg tsegda, lbaḍna, taẓuri, udlif, ifarisen d taɣulin-nniḍen. Afet-d ass-a timeɣriwin tineggura n ufeṣṣel.
Ɣur-wen afeṣṣel i yewwin arraz?
Ad aɣ-yeɛǧeb ad d-nessken leqdic-nnwen ɣef usmel Awarded Design.
Sifeḍt leqdic