• 1789
  • 5
  • 2
  • 0
  • Help Ukraine

Von Blind zu Blind: Wie ein Patient eine KI-Brille entwickelte – visuelle Wahrnehmung für Sehbehinderte

Shared by Carolina Piedade on 2022-08-06 18:28

Über die Lösung

Im Jahr 2003 kaufte Marx Melencio wie immer mit seiner Frau gebratenen Reis in einem Straßenladen in Manila. Plötzlich wurde ihm bei einem scheinbar zufälligen Angriff unerwartet in die Brust und in den Kopf geschossen, wobei die erste Kugel ihn 3 mm von seinem Herzen entfernt traf und die zweite sein Gehirn um 2 mm verfehlte, aber seinen Sehnerv versengte und ihn blind machte.

Als er kurze Zeit später von Tesla hörte und wie künstliche Intelligenz verwendet werden könnte, um bestimmte Objekte [auf der Straße] zu erkennen, konnte er nur darüber nachdenken, wie es ziemlich einfach wäre, sie in die Erkennung von menschenlesbarem Text umzuwandeln und für Dieser Text soll in gesprochenes Audio umgewandelt werden. Dies ließ ihn erkennen, dass ein alter Traum von ihm wahr werden könnte, da er immer von einer Art und Weise geträumt hatte, die Dinge beschreiben könnte, die in jedem Moment um ihn herum passieren.

Dieser einzigartige Aspekt ist ein sehr wichtiger Teil des Blindseins, da Menschen mit Sehbehinderung die Unabhängigkeit vermissen, um zu reisen und herumzulaufen, mit ihren Haustieren spazieren zu gehen, Dinge selbst zu kaufen oder zum Geldautomaten zu gehen.

Aus diesem Grund entwickelte er VIsION AI Glasses, eine 3D-gedruckte Sonnenbrille mit elektronischen Komponenten; und unterstützt durch maschinelles Lernen, Deep Learning und Freeware, die als Open-Source- und DIY-Gerät geteilt wird. Diese Gläser bieten hörbare Beschreibungen von visuellen Szenen und Objekten vor dem Benutzer und lesen Text in physischen Objekten wie Büchern oder Schildern vor. Es verfügt auch über hörbares und haptisches Feedback von Entfernungserkennungsfunktionen mit manueller visueller On-Demand-Unterstützung über Videoanrufzugriff auf die Kollegen des Benutzers und ein entferntes Team von sehenden PWD-Agenten.

Die Designs und Software dieser Lösung finden Sie hier https://github.com/MXGray/VIsION
Diese Geschichte wurde von https://www.bbc.com/news/business-39069057 und https://www.awesomefoundation.org/en/projects/129994-vision-ai-glasses-f... adaptiert

Die Bilder stammen von https://www.awesomefoundation.org/en/projects/129994-vision-ai-glasses-f... und https://www.bbc.com/news/business-39069057 wie wir besitze keine davon.

Diese Lösung enthält keinen Hinweis weder auf die Verwendung von Arzneimitteln, Chemikalien oder biologische Stoffe (einschließlich Lebensmitteln) noch auf invasive Geräte, anstößige, kommerzielle oder inhärent gefährliche Inhalte. Diese Lösung wurde nicht medizinisch validiert. Vorsicht! Wenn Sie irgendwelche Zweifel haben, wenden Sie sich bitte an einen Arzt.

DISCLAIMER: This story was written by someone who is not the author of the solution, therefore please be advised that, although it was written with the utmost respect for the innovation and the innovator, there can be some incorrect statements. If you find any errors please contact the patient Innovation team via info@patient-innovation.com

Über den Erfinder

Heute leitet Marx ein erfolgreiches IT-Unternehmen. Und er ist entschlossen, durch den Einsatz von künstlicher Intelligenz und intelligenten Brillen ein geführtes „Sehvermögen“ für blinde Menschen zu entwickeln.

Array
(
    [8463] => 6
    [8577] => 6
    [8340] => 5
    [8865] => 5
    [9120] => 5
    [8419] => 5
    [8031] => 5
    [8319] => 5
    [9327] => 5
    [8087] => 5
    [9371] => 5
    [9657] => 5
    [8453] => 5
    [9561] => 5
    [8269] => 5
    [8385] => 5
    [8386] => 5
    [9669] => 5
    [8477] => 5
    [8374] => 4
    [9340] => 4
    [8377] => 4
    [9645] => 4
    [8343] => 4
    [9126] => 4
    [8328] => 4
    [8337] => 4
    [8322] => 4
    [8315] => 4
    [8313] => 4
    [8304] => 4
    [9307] => 4
    [9826] => 4
    [8281] => 4
    [9025] => 4
    [8264] => 4
    [8263] => 4
    [8009] => 4
    [9535] => 4
    [9100] => 4
    [9139] => 4
    [8423] => 4
    [8797] => 4
    [9678] => 4
    [8649] => 4
    [9574] => 4
    [9563] => 4
    [8731] => 4
    [9562] => 4
    [8583] => 4
    [9788] => 4
    [8575] => 4
    [8573] => 4
    [8093] => 4
    [8561] => 4
    [8559] => 4
    [8344] => 4
    [9044] => 4
    [8410] => 4
    [8836] => 4
    [8636] => 4
    [8487] => 4
    [8476] => 4
    [8464] => 4
    [8897] => 4
    [8457] => 4
    [8899] => 4
    [8436] => 4
    [8215] => 4
    [8434] => 4
    [9029] => 4
    [9275] => 4
    [9644] => 4
    [9056] => 4
    [9201] => 4
    [7903] => 4
    [8186] => 4
    [8185] => 4
    [7909] => 4
    [7911] => 4
    [7972] => 4
    [8045] => 4
    [9062] => 4
    [7987] => 4
    [9118] => 4
    [9114] => 4
    [9188] => 4
    [8032] => 4
    [8796] => 4
    [8188] => 4
    [9231] => 4
    [9003] => 4
    [9141] => 4
    [9775] => 3
    [8614] => 3
    [8658] => 3
    [8500] => 3
    [8666] => 3
    [8503] => 3
    [9117] => 3
    [8623] => 3
    [9673] => 3
    [9867] => 3
    [8488] => 3
    [8562] => 3
    [9140] => 3
    [8471] => 3
    [8444] => 3
    [8425] => 3
    [8875] => 3
    [8418] => 3
    [8202] => 3
    [8203] => 3
    [8730] => 3
    [8008] => 3
    [9174] => 3
    [8015] => 3
    [8984] => 3
    [8973] => 3
    [8441] => 3
    [9488] => 3
    [8276] => 3
    [8881] => 3
    [8905] => 3
    [8353] => 3
    [9055] => 3
    [9466] => 3
    [9164] => 3
    [9662] => 3
    [8689] => 3
    [8861] => 3
    [8867] => 3
    [8863] => 3
    [8365] => 3
    [8350] => 3
    [9087] => 3
    [9724] => 3
    [8241] => 3
    [9589] => 3
    [9560] => 3
    [7906] => 3
    [8700] => 3
    [7905] => 3
    [7904] => 3
    [9596] => 3
    [8639] => 3
    [9866] => 3
    [9570] => 3
    [9774] => 3
    [8780] => 3
    [9805] => 3
    [9803] => 3
    [8804] => 3
    [8630] => 3
    [7902] => 3
    [9558] => 3
    [9797] => 3
    [9474] => 3
    [9151] => 3
    [8656] => 3
    [9475] => 3
    [8548] => 3
    [8552] => 3
    [8554] => 3
    [8220] => 3
    [8217] => 3
    [8941] => 3
    [8564] => 3
    [7894] => 3
    [9130] => 3
    [8789] => 3
    [9223] => 3
    [7898] => 3
    [9145] => 3
    [9143] => 3
    [9873] => 3
    [9519] => 3
    [9355] => 3
    [8904] => 3
    [9078] => 3
    [9018] => 3
    [9516] => 3
    [9513] => 3
    [9075] => 3
    [9508] => 3
    [9278] => 3
    [9319] => 3
    [8485] => 3
    [8330] => 3
    [9028] => 3
    [8354] => 3
    [9804] => 3
    [8207] => 3
    [8355] => 3
    [8356] => 3
    [8357] => 3
    [9793] => 3
    [8329] => 3
    [8993] => 3
    [9036] => 3
    [9692] => 3
    [9482] => 3
    [8307] => 3
    [8255] => 3
    [8013] => 3
    [8258] => 3
    [9309] => 3
    [9315] => 3
    [9217] => 3
    [8396] => 3
    [9527] => 3
    [8251] => 3
    [9073] => 3
    [8323] => 3
    [8259] => 3
    [8520] => 3
    [9341] => 3
    [9343] => 3
    [8300] => 3
    [8219] => 3
    [8397] => 3
    [9093] => 3
    [8406] => 3
    [8266] => 3
    [8409] => 3
    [8283] => 3
    [8282] => 3
    [9049] => 3
    [8211] => 3
    [9353] => 3
    [9020] => 3
    [9186] => 3
    [9052] => 3
    [8944] => 3
    [9185] => 3
    [9050] => 3
    [8228] => 3
    [9047] => 3
    [9293] => 3
    [8391] => 3
    [8243] => 3
    [8291] => 3
    [8041] => 3
    [8236] => 3
    [8042] => 3
    [9262] => 3
    [8523] => 3
    [9642] => 3
    [8036] => 3
    [8065] => 3
    [8177] => 3
    [8265] => 3
    [9265] => 3
    [9180] => 3
    [9232] => 3
    [9720] => 2
    [9245] => 2
    [8787] => 2
    [9296] => 2
    [9592] => 2
    [9640] => 2
    [9264] => 2
    [9636] => 2
    [9635] => 2
    [9633] => 2
    [9595] => 2
    [9591] => 2
    [9701] => 2
    [9268] => 2
    [9587] => 2
    [9542] => 2
    [8674] => 2
    [9687] => 2
    [9290] => 2
    [9241] => 2
    [8714] => 2
    [9297] => 2
    [9396] => 2
    [9410] => 2
    [9196] => 2
    [9161] => 2
    [9162] => 2
    [8204] => 2
    [9402] => 2
    [9189] => 2
    [8226] => 2
    [9419] => 2
    [9163] => 2
    [9171] => 2
    [8245] => 2
    [9347] => 2
    [8388] => 2
    [9373] => 2
    [9354] => 2
    [8793] => 2
    [9411] => 2
    [9432] => 2
    [9557] => 2
    [9150] => 2
    [9771] => 2
    [9555] => 2
    [8586] => 2
    [9540] => 2
    [9305] => 2
    [9518] => 2
    [8827] => 2
    [8544] => 2
    [9437] => 2
    [9499] => 2
    [9483] => 2
    [9154] => 2
    [9316] => 2
    [8811] => 2
    [9846] => 2
    [9856] => 2
    [7984] => 2
    [9345] => 2
    [9760] => 2
    [9469] => 2
    [8002] => 2
    [8286] => 2
    [8279] => 2
    [9506] => 2
    [8267] => 2
    [8254] => 2
    [9509] => 2
    [9510] => 2
    [9511] => 2
    [9512] => 2
    [9514] => 2
    [9517] => 2
    [9523] => 2
    [8018] => 2
    [8011] => 2
    [9539] => 2
    [9491] => 2
    [9559] => 2
    [9326] => 2
    [9329] => 2
    [9358] => 2
    [9364] => 2
    [9522] => 2
    [9613] => 2
    [9643] => 2
    [9543] => 2
    [9588] => 2
    [9706] => 2
    [9736] => 2
    [9794] => 2
    [9810] => 2
    [7888] => 2
    [9505] => 2
    [9486] => 2
    [9295] => 2
    [8826] => 2
    [9015] => 2
    [8994] => 2
    [8988] => 2
    [9070] => 2
    [8954] => 2
    [8915] => 2
    [8902] => 2
    [9081] => 2
    [8876] => 2
    [8872] => 2
    [9089] => 2
    [8868] => 2
    [9108] => 2
    [8828] => 2
    [8814] => 2
    [8390] => 2
    [9439] => 2
    [8392] => 2
    [8402] => 2
    [8412] => 2
    [8445] => 2
    [9461] => 2
    [8498] => 2
    [8549] => 2
    [8800] => 2
    [8578] => 2
    [8616] => 2
    [9312] => 2
    [9304] => 2
    [8763] => 2
    [8771] => 2
    [9301] => 2
    [9229] => 2
    [9663] => 2
    [8546] => 2
    [9768] => 2
    [9773] => 2
    [7992] => 2
    [7900] => 2
    [9789] => 2
    [9876] => 2
    [9809] => 2
    [8035] => 2
    [9854] => 2
    [8299] => 2
    [8371] => 2
    [8372] => 2
    [9830] => 2
    [8400] => 2
    [9815] => 2
    [8268] => 2
    [9710] => 2
    [9457] => 2
    [9447] => 2
    [9679] => 2
    [9226] => 2
    [9700] => 2
    [9708] => 2
    [9167] => 2
    [9812] => 2
    [9727] => 2
    [9752] => 2
    [9754] => 2
    [7891] => 2
    [9786] => 2
    [8933] => 2
    [9753] => 2
    [8290] => 2
    [9077] => 2
    [8853] => 2
    [9066] => 2
    [9064] => 2
    [9053] => 2
    [9045] => 2
    [9010] => 2
    [8997] => 2
    [8989] => 2
    [8972] => 2
    [8966] => 2
    [8960] => 2
    [8952] => 2
    [8950] => 2
    [8893] => 2
    [8885] => 2
    [8765] => 2
    [8309] => 2
    [9704] => 2
    [8345] => 2
    [8447] => 2
    [8510] => 2
    [9711] => 2
    [8565] => 2
    [8574] => 2
    [9690] => 2
    [8759] => 2
    [8664] => 2
    [9661] => 2
    [8704] => 2
    [8722] => 2
    [8745] => 2
    [8747] => 2
    [8560] => 2
    [9113] => 2
    [9137] => 2
    [8719] => 2
    [8229] => 2
    [8769] => 2
    [8497] => 2
    [9250] => 2
    [8244] => 2
    [8727] => 2
    [8726] => 2
    [8249] => 2
    [8716] => 2
    [8778] => 2
    [8709] => 2
    [8708] => 2
    [8699] => 2
    [8262] => 2
    [8272] => 2
    [8694] => 2
    [8692] => 2
    [8275] => 2
    [8773] => 2
    [8786] => 2
    [8289] => 2
    [8096] => 2
    [8880] => 2
    [8879] => 2
    [8878] => 2
    [8874] => 2
    [8870] => 2
    [8855] => 2
    [8850] => 2
    [8086] => 2
    [8844] => 2
    [8790] => 2
    [8187] => 2
    [8200] => 2
    [9178] => 2
    [8208] => 2
    [8817] => 2
    [8213] => 2
    [8216] => 2
    [8222] => 2
    [8224] => 2
    [8287] => 2
    [8678] => 2
    [8067] => 2
    [8543] => 2
    [8393] => 2
    [8401] => 2
    [8405] => 2
    [9798] => 2
    [8426] => 2
    [8440] => 2
    [8443] => 2
    [8545] => 2
    [8542] => 2
    [8389] => 2
    [8450] => 2
    [9666] => 2
    [8459] => 2
    [8478] => 2
    [8522] => 2
    [8486] => 2
    [8512] => 2
    [8754] => 2
    [8606] => 2
    [8608] => 2
    [8303] => 2
    [8349] => 2
    [8311] => 2
    [8660] => 2
    [9586] => 2
    [9602] => 2
    [9538] => 2
    [8336] => 2
    [8642] => 2
    [8635] => 2
    [8359] => 2
    [8384] => 2
    [9707] => 2
    [8627] => 2
    [8625] => 2
    [8621] => 2
    [8369] => 2
    [8381] => 2
    [8383] => 2
    [8619] => 2
    [8613] => 2
    [8886] => 2
    [8231] => 2
    [8294] => 2
    [7996] => 2
    [9016] => 2
    [9019] => 2
    [9031] => 2
    [8026] => 2
    [9038] => 2
    [8025] => 2
    [8022] => 2
    [9060] => 2
    [8007] => 2
    [9067] => 2
    [8903] => 2
    [9072] => 2
    [7998] => 2
    [9076] => 2
    [9092] => 2
    [9014] => 2
    [9096] => 2
    [9101] => 2
    [8882] => 2
    [7913] => 2
    [9109] => 2
    [9026] => 2
    [9115] => 2
    [7908] => 2
    [7907] => 2
    [7895] => 2
    [9124] => 2
    [9129] => 2
    [9131] => 2
    [9132] => 2
    [8034] => 2
    [8501] => 2
    [8038] => 2
    [9004] => 2
    [8979] => 2
    [8945] => 2
    [8906] => 2
    [8056] => 2
    [9001] => 2
    [8995] => 2
    [8986] => 2
    [8990] => 2
    [9011] => 2
    [9013] => 2
    [9086] => 1
    [9502] => 1
    [9349] => 1
    [9653] => 1
    [9375] => 1
    [9401] => 1
    [9416] => 1
    [9464] => 1
    [9646] => 1
    [8221] => 1
    [9420] => 1
    [9428] => 1
    [9424] => 1
    [9647] => 1
    [9431] => 1
    [9456] => 1
    [8280] => 1
    [9325] => 1
    [8448] => 1
    [8852] => 1
    [9648] => 1
    [8599] => 1
    [8451] => 1
    [9839] => 1
    [9310] => 1
    [9324] => 1
    [8968] => 1
    [8519] => 1
    [8539] => 1
    [8553] => 1
    [8352] => 1
    [9451] => 1
    [9048] => 1
    [8755] => 1
    [8798] => 1
    [9476] => 1
    [8398] => 1
    [8801] => 1
    [8845] => 1
    [8992] => 1
    [9314] => 1
    [9473] => 1
    [8284] => 1
    [9007] => 1
    [9042] => 1
    [9057] => 1
    [9246] => 1
    [9061] => 1
    [9257] => 1
    [9286] => 1
    [8898] => 1
    [8895] => 1
    [8238] => 1
    [9470] => 1
    [8407] => 1
    [8976] => 1
    [9734] => 1
    [9849] => 1
    [9567] => 1
    [9620] => 1
    [8570] => 1
    [8701] => 1
    [9565] => 1
    [9688] => 1
    [9225] => 1
    [9227] => 1
    [9277] => 1
    [9721] => 1
    [8190] => 1
    [9722] => 1
    [9723] => 1
    [9614] => 1
    [9372] => 1
    [9725] => 1
    [9733] => 1
    [9769] => 1
    [8657] => 1
    [9385] => 1
    [9430] => 1
    [8579] => 1
    [9783] => 1
    [9785] => 1
    [9389] => 1
    [9816] => 1
    [8723] => 1
    [9605] => 1
    [9128] => 1
    [8877] => 1
    [8998] => 1
    [9472] => 1
    [9490] => 1
    [9630] => 1
    [9110] => 1
    [9627] => 1
    [9444] => 1
    [9500] => 1
    [9136] => 1
    [9501] => 1
    [9619] => 1
    [9503] => 1
    [8194] => 1
    [9599] => 1
    [9531] => 1
    [9533] => 1
    [8756] => 1
    [9173] => 1
    [9546] => 1
    [9198] => 1
    [9611] => 1
    [9552] => 1
    [9590] => 1
    [8465] => 1
    [9571] => 1
    [9582] => 1
    [8753] => 1
    [9859] => 1
    [8399] => 1
    [8387] => 1
    [9149] => 1
    [8218] => 1
    [8292] => 1
    [9142] => 1
    [8332] => 1
    [8335] => 1
    [8382] => 1
    [9095] => 1
    [8184] => 1
    [9054] => 1
    [9051] => 1
    [8417] => 1
    [8470] => 1
    [9002] => 1
    [8473] => 1
    [8494] => 1
    [8505] => 1
    [9166] => 1
    [8176] => 1
    [8970] => 1
    [9214] => 1
    [9282] => 1
    [9280] => 1
    [9272] => 1
    [9266] => 1
    [9248] => 1
    [9233] => 1
    [9224] => 1
    [9831] => 1
    [9832] => 1
    [7991] => 1
    [9195] => 1
    [9192] => 1
    [9191] => 1
    [9181] => 1
    [7890] => 1
    [7980] => 1
    [9177] => 1
    [9176] => 1
    [8971] => 1
    [8576] => 1
    [9287] => 1
    [8900] => 1
    [8768] => 1
    [8772] => 1
    [8781] => 1
    [8922] => 1
    [8912] => 1
    [8782] => 1
    [8901] => 1
    [8799] => 1
    [8762] => 1
    [8873] => 1
    [8805] => 1
    [8871] => 1
    [8821] => 1
    [8862] => 1
    [8822] => 1
    [8829] => 1
    [8842] => 1
    [8925] => 1
    [8757] => 1
    [8581] => 1
    [8611] => 1
    [8967] => 1
    [8963] => 1
    [8590] => 1
    [8959] => 1
    [8591] => 1
    [8957] => 1
    [8946] => 1
    [8937] => 1
    [8615] => 1
    [8724] => 1
    [8936] => 1
    [8685] => 1
    [8702] => 1
    [8703] => 1
    [8932] => 1
    [8930] => 1
    [8715] => 1
    [8926] => 1
    [9719] => 1
    [9311] => 1
    [9691] => 1
    [9877] => 1
    [9238] => 1
    [8965] => 1
    [8887] => 1
    [8717] => 1
    [8183] => 1
    [9882] => 1
    [9878] => 1
    [8856] => 1
    [9743] => 1
    [9858] => 1
    [9850] => 1
    [9822] => 1
    [9807] => 1
    [9790] => 1
    [9778] => 1
    [9827] => 1
    [9874] => 1
    [9751] => 1
    [9267] => 1
    [9767] => 1
    [9820] => 1
    [8379] => 1
    [8376] => 1
    [8305] => 1
    [8206] => 1
    [8199] => 1
    [7897] => 1
    [7887] => 1
    [9821] => 1
    [9766] => 1
    [9741] => 1
    [9713] => 1
    [9683] => 1
    [9638] => 1
    [9532] => 1
    [9471] => 1
    [9442] => 1
    [9440] => 1
    [9715] => 1
    [9772] => 1
    [8370] => 1
    [9323] => 1
    [9477] => 1
    [9242] => 1
    [9536] => 1
    [9515] => 1
    [9507] => 1
    [9496] => 1
    [9460] => 1
    [9495] => 1
    [9489] => 1
    [9453] => 1
    [9564] => 1
    [9449] => 1
    [9407] => 1
    [9383] => 1
    [9382] => 1
    [9534] => 1
    [9378] => 1
    [9365] => 1
    [9337] => 1
    [9537] => 1
    [9236] => 1
    [9763] => 1
    [9693] => 1
    [9750] => 1
    [8472] => 1
    [8517] => 1
    [9746] => 1
    [8555] => 1
    [9744] => 1
    [9735] => 1
    [9698] => 1
    [9689] => 1
    [9566] => 1
    [9652] => 1
    [9650] => 1
    [9099] => 1
    [9641] => 1
    [9623] => 1
    [9612] => 1
    [9205] => 1
    [9604] => 1
    [9043] => 1
    [8687] => 1
    [9039] => 1
    [8633] => 1
    [8607] => 1
    [8612] => 1
    [8617] => 1
    [8620] => 1
    [8622] => 1
    [8626] => 1
    [8628] => 1
    [8631] => 1
    [8632] => 1
    [8634] => 1
    [8604] => 1
    [8638] => 1
    [8640] => 1
    [8643] => 1
    [8644] => 1
    [8646] => 1
    [8652] => 1
    [8653] => 1
    [8654] => 1
    [8661] => 1
    [8605] => 1
    [8603] => 1
    [8665] => 1
    [8557] => 1
    [8534] => 1
    [8535] => 1
    [8536] => 1
    [8537] => 1
    [8540] => 1
    [8541] => 1
    [8550] => 1
    [8551] => 1
    [8556] => 1
    [8558] => 1
    [8602] => 1
    [8567] => 1
    [8572] => 1
    [8580] => 1
    [8582] => 1
    [8584] => 1
    [8594] => 1
    [8596] => 1
    [8600] => 1
    [8601] => 1
    [8662] => 1
    [8667] => 1
    [8532] => 1
    [8977] => 1
    [8809] => 1
    [8810] => 1
    [8816] => 1
    [8823] => 1
    [8834] => 1
    [8841] => 1
    [8848] => 1
    [8849] => 1
    [8894] => 1
    [8982] => 1
    [8794] => 1
    [8987] => 1
    [8996] => 1
    [9000] => 1
    [9009] => 1
    [9012] => 1
    [9024] => 1
    [9035] => 1
    [9037] => 1
    [9040] => 1
    [8803] => 1
    [8752] => 1
    [8670] => 1
    [8695] => 1
    [8673] => 1
    [8675] => 1
    [8680] => 1
    [8682] => 1
    [8683] => 1
    [8684] => 1
    [8686] => 1
    [7889] => 1
    [8691] => 1
    [8696] => 1
    [8751] => 1
    [8698] => 1
    [8707] => 1
    [8710] => 1
    [8711] => 1
    [8720] => 1
    [8732] => 1
    [8733] => 1
    [8734] => 1
    [8735] => 1
    [8750] => 1
    [8533] => 1
    [8531] => 1
    [9058] => 1
    [8237] => 1
    [8070] => 1
    [8091] => 1
    [8196] => 1
    [8209] => 1
    [8225] => 1
    [8227] => 1
    [8230] => 1
    [8233] => 1
    [8235] => 1
    [8250] => 1
    [8060] => 1
    [8252] => 1
    [8253] => 1
    [8257] => 1
    [8261] => 1
    [8271] => 1
    [8273] => 1
    [8295] => 1
    [8296] => 1
    [8297] => 1
    [8063] => 1
    [8059] => 1
    [8302] => 1
    [7993] => 1
    [7893] => 1
    [7910] => 1
    [7912] => 1
    [7915] => 1
    [7955] => 1
    [7978] => 1
    [7982] => 1
    [7985] => 1
    [7986] => 1
    [7994] => 1
    [8058] => 1
    [8000] => 1
    [8004] => 1
    [8005] => 1
    [8014] => 1
    [8024] => 1
    [8030] => 1
    [8033] => 1
    [8037] => 1
    [8046] => 1
    [8057] => 1
    [8298] => 1
    [8314] => 1
    [8527] => 1
    [8490] => 1
    [8456] => 1
    [8458] => 1
    [8461] => 1
    [8469] => 1
    [8474] => 1
    [8475] => 1
    [8479] => 1
    [8484] => 1
    [8489] => 1
    [8491] => 1
    [8454] => 1
    [8493] => 1
    [8496] => 1
    [8504] => 1
    [8508] => 1
    [8509] => 1
    [8513] => 1
    [8518] => 1
    [8521] => 1
    [8526] => 1
    [8455] => 1
    [8449] => 1
    [8316] => 1
    [8415] => 1
    [8324] => 1
    [8327] => 1
    [8334] => 1
    [8339] => 1
    [8342] => 1
    [8348] => 1
    [8360] => 1
    [8368] => 1
    [8414] => 1
    [8421] => 1
    [8446] => 1
    [8422] => 1
    [8424] => 1
    [8427] => 1
    [8428] => 1
    [8429] => 1
    [8430] => 1
    [8431] => 1
    [8435] => 1
    [8439] => 1
    [8442] => 1
    [9046] => 1
    [9063] => 1
    [9021] => 1
    [9017] => 1
    [8320] => 1
    [8321] => 1
    [8438] => 1
    [8563] => 1
    [8624] => 1
    [8629] => 1
    [8659] => 1
    [8671] => 1
    [8910] => 1
    [9169] => 1
    [8277] => 1
    [9182] => 1
    [9235] => 1
    [9260] => 1
    [9313] => 1
    [9318] => 1
    [9370] => 1
    [9524] => 1
    [9594] => 1
    [9659] => 1
    [8288] => 1
    [8191] => 1
    [9709] => 1
    [9848] => 1
    [9802] => 1
    [9806] => 1
    [9814] => 1
    [9817] => 1
    [9818] => 1
    [9828] => 1
    [9829] => 1
    [9836] => 1
    [9838] => 1
    [9852] => 1
    [8090] => 1
    [9853] => 1
    [9855] => 1
    [9857] => 1
    [9860] => 1
    [9865] => 1
    [9875] => 1
    [9880] => 1
    [7997] => 1
    [8012] => 1
    [9671] => 1
    [9796] => 1
    [9782] => 1
    [8808] => 1
    [8538] => 1
    [8588] => 1
    [8618] => 1
    [8648] => 1
    [8672] => 1
    [8679] => 1
    [8712] => 1
    [8713] => 1
    [8802] => 1
    [8832] => 1
    [8507] => 1
    [8835] => 1
    [8837] => 1
    [8847] => 1
    [8869] => 1
    [8883] => 1
    [8888] => 1
    [8980] => 1
    [8991] => 1
    [9005] => 1
    [8525] => 1
    [8483] => 1
    [7892] => 1
    [8239] => 1
    [7914] => 1
    [7999] => 1
    [8010] => 1
    [8016] => 1
    [8021] => 1
    [8027] => 1
    [8028] => 1
    [8097] => 1
    [8195] => 1
    [8242] => 1
    [8480] => 1
    [8274] => 1
    [8325] => 1
    [8326] => 1
    [8362] => 1
    [8363] => 1
    [8375] => 1
    [8433] => 1
    [8460] => 1
    [8466] => 1
    [8468] => 1
    [9799] => 1
    [9755] => 1
    [9068] => 1
    [9251] => 1
    [9194] => 1
    [9199] => 1
    [9200] => 1
    [9212] => 1
    [9220] => 1
    [9221] => 1
    [9234] => 1
    [9240] => 1
    [9244] => 1
    [9255] => 1
    [9190] => 1
    [9263] => 1
    [9269] => 1
    [9288] => 1
    [9298] => 1
    [9299] => 1
    [9306] => 1
    [9308] => 1
    [9317] => 1
    [9332] => 1
    [9193] => 1
    [9184] => 1
    [9338] => 1
    [9122] => 1
    [9071] => 1
    [9074] => 1
    [9079] => 1
    [9082] => 1
    [9084] => 1
    [9103] => 1
    [9106] => 1
    [9107] => 1
    [9116] => 1
    [9123] => 1
    [9183] => 1
    [9135] => 1
    [9146] => 1
    [9147] => 1
    [9148] => 1
    [9153] => 1
    [9155] => 1
    [9159] => 1
    [9160] => 1
    [9168] => 1
    [9175] => 1
    [9333] => 1
    [9342] => 1
    [9717] => 1
    [9651] => 1
    [9556] => 1
    [9568] => 1
    [9569] => 1
    [9575] => 1
    [9576] => 1
    [9579] => 1
    [9581] => 1
    [9583] => 1
    [9600] => 1
    [9655] => 1
    [9541] => 1
    [9658] => 1
    [9664] => 1
    [9665] => 1
    [9667] => 1
    [9675] => 1
    [9681] => 1
    [9699] => 1
    [9703] => 1
    [9712] => 1
    [9548] => 1
    [9480] => 1
    [9344] => 1
    [9403] => 1
    [9348] => 1
    [9356] => 1
    [9360] => 1
    [9366] => 1
    [9367] => 1
    [9384] => 1
    [9387] => 1
    [9388] => 1
    [9395] => 1
    [9406] => 1
    [9465] => 1
    [9408] => 1
    [9414] => 1
    [9418] => 1
    [9422] => 1
    [9423] => 1
    [9438] => 1
    [9441] => 1
    [9445] => 1
    [9446] => 1
    [9462] => 1
    [9871] => 1
)
Like solution
Close de
Close