7803 views
398 likes
5 purchases
5 copies
0 comments
Help Ukraine

Cane helps blind people recognize faces

Shared by Ana Duarte on 2015-11-10 17:16

About the solution

Using smartphone technology, the device — known as the "XploR" mobility cane — can identify faces from up to about 33 feet (10 meters) away, researchers say.

If the cane recognizes someone, it alerts a visually impaired user by vibrating and transmitting a sound signal. The cane is also equipped with GPS to help the user navigate.

"My grandfather is blind and I know how useful this device could be for him," Steve Adigbo, one of the cane's developers and a student at Birmingham City University in England, adding,"There’s nothing else out there like this at the moment."

The cane works by taking pictures of people in the environment and comparing them to a bank of images stored on an internal memory card, using facial-recognition software. When it finds a match, it produces a vibration and sends a signal to an earpiece via Bluetooth, the researchers said.

Adapted from: http://www.livescience.com/50796-smart-cane-recognizes-faces.html

This solution shall not include mention to the use of drugs, chemicals or biologicals (including food); invasive devices; offensive, commercial or inherently dangerous content. This solution was not medically validated. Proceed with caution! If you have any doubts, please consult with a health professional.

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

About the author

Steve Adigbo, Waheed Rafiq and Richard Howlett, from UK, are students from Birmingham City University who developed a smart cane that enables blind people to instantly identify friends and family. The students were inspired by Steve’s grandfather, who is blind.

Tags associated to this solution

Array
(
    [9217] => 11
    [8886] => 10
    [8630] => 10
    [8343] => 9
    [9265] => 9
    [8635] => 9
    [9569] => 9
    [8463] => 9
    [9348] => 8
    [9163] => 8
    [9050] => 8
    [9196] => 8
    [9189] => 8
    [8461] => 8
    [9116] => 8
    [8487] => 8
    [8502] => 8
    [8272] => 8
    [9188] => 8
    [9201] => 8
    [9011] => 8
    [9262] => 8
    [8944] => 8
    [8708] => 8
    [9493] => 8
    [9139] => 8
    [9568] => 8
    [8632] => 8
    [8836] => 8
    [9635] => 8
    [8036] => 8
    [9137] => 7
    [9124] => 7
    [8374] => 7
    [8861] => 7
    [9155] => 7
    [9151] => 7
    [8512] => 7
    [8468] => 7
    [9587] => 7
    [9748] => 7
    [9184] => 7
    [8457] => 7
    [9729] => 7
    [8577] => 7
    [9669] => 7
    [9675] => 7
    [9327] => 7
    [8707] => 7
    [9043] => 7
    [8870] => 7
    [9672] => 7
    [9241] => 7
    [9232] => 7
    [8443] => 7
    [8021] => 7
    [9028] => 7
    [8604] => 7
    [8598] => 7
    [9563] => 7
    [8535] => 7
    [9527] => 7
    [8469] => 7
    [9443] => 7
    [8453] => 7
    [8357] => 7
    [9014] => 7
    [8899] => 7
    [7904] => 7
    [9530] => 7
    [9060] => 7
    [8336] => 7
    [8381] => 7
    [8383] => 7
    [8486] => 7
    [9130] => 7
    [8446] => 7
    [8406] => 7
    [8773] => 7
    [9255] => 7
    [8881] => 7
    [9617] => 6
    [8980] => 6
    [8991] => 6
    [9439] => 6
    [9755] => 6
    [8954] => 6
    [9823] => 6
    [9690] => 6
    [9544] => 6
    [9410] => 6
    [9541] => 6
    [9641] => 6
    [9403] => 6
    [9371] => 6
    [8264] => 6
    [9519] => 6
    [9574] => 6
    [9001] => 6
    [7909] => 6
    [9756] => 6
    [9476] => 6
    [9803] => 6
    [9797] => 6
    [8031] => 6
    [9143] => 6
    [9373] => 6
    [8335] => 6
    [9444] => 6
    [9485] => 6
    [7903] => 6
    [7893] => 6
    [8185] => 6
    [9598] => 6
    [9109] => 6
    [9464] => 6
    [9466] => 6
    [9225] => 6
    [9699] => 6
    [9539] => 6
    [8789] => 6
    [9653] => 6
    [9056] => 6
    [8479] => 6
    [8476] => 6
    [9154] => 6
    [9141] => 6
    [8455] => 6
    [8948] => 6
    [9140] => 6
    [9391] => 6
    [8360] => 6
    [8349] => 6
    [9417] => 6
    [8322] => 6
    [8304] => 6
    [8377] => 6
    [8300] => 6
    [9047] => 6
    [9040] => 6
    [9020] => 6
    [8243] => 6
    [8224] => 6
    [8867] => 6
    [8823] => 6
    [8719] => 6
    [8028] => 6
    [8024] => 6
    [8573] => 6
    [9788] => 6
    [8434] => 6
    [9652] => 6
    [8619] => 6
    [9309] => 6
    [8678] => 6
    [8675] => 6
    [9193] => 6
    [9278] => 6
    [8606] => 6
    [9482] => 6
    [8629] => 6
    [8855] => 5
    [8865] => 5
    [9486] => 5
    [9478] => 5
    [8303] => 5
    [9307] => 5
    [9457] => 5
    [9402] => 5
    [9474] => 5
    [8941] => 5
    [8945] => 5
    [9791] => 5
    [8995] => 5
    [9792] => 5
    [9749] => 5
    [9488] => 5
    [9737] => 5
    [9686] => 5
    [8596] => 5
    [9663] => 5
    [8281] => 5
    [8583] => 5
    [8564] => 5
    [9666] => 5
    [8559] => 5
    [8621] => 5
    [8625] => 5
    [8282] => 5
    [9733] => 5
    [9700] => 5
    [9536] => 5
    [9535] => 5
    [8633] => 5
    [8259] => 5
    [9726] => 5
    [8649] => 5
    [8534] => 5
    [9811] => 5
    [9794] => 5
    [8356] => 5
    [9499] => 5
    [9570] => 5
    [8426] => 5
    [8328] => 5
    [9120] => 5
    [9131] => 5
    [9799] => 5
    [8409] => 5
    [8045] => 5
    [9212] => 5
    [8022] => 5
    [8391] => 5
    [9153] => 5
    [8187] => 5
    [9186] => 5
    [9642] => 5
    [9678] => 5
    [9174] => 5
    [9162] => 5
    [9838] => 5
    [8217] => 5
    [9305] => 5
    [7898] => 5
    [9393] => 5
    [8086] => 5
    [9848] => 5
    [9849] => 5
    [9290] => 5
    [9861] => 5
    [8319] => 5
    [7906] => 5
    [9114] => 5
    [9062] => 5
    [9562] => 5
    [8805] => 5
    [8269] => 5
    [8730] => 5
    [8578] => 5
    [8498] => 5
    [8494] => 5
    [9277] => 5
    [7900] => 5
    [9632] => 5
    [9414] => 5
    [9133] => 5
    [8459] => 5
    [9215] => 5
    [8433] => 5
    [8427] => 5
    [9099] => 5
    [9211] => 5
    [8368] => 5
    [9388] => 5
    [9413] => 5
    [9113] => 5
    [9628] => 5
    [8316] => 5
    [8685] => 5
    [8280] => 5
    [8392] => 5
    [8365] => 5
    [8273] => 5
    [8255] => 5
    [9431] => 5
    [9438] => 5
    [9123] => 5
    [8876] => 5
    [8222] => 5
    [8613] => 5
    [8713] => 5
    [8748] => 5
    [8689] => 5
    [8751] => 5
    [8681] => 5
    [8790] => 5
    [8642] => 5
    [8639] => 5
    [8628] => 5
    [9044] => 5
    [9066] => 5
    [8608] => 5
    [8551] => 5
    [9491] => 5
    [9003] => 5
    [8848] => 5
    [8501] => 5
    [8490] => 5
    [9004] => 5
    [9031] => 5
    [9543] => 5
    [9450] => 5
    [8727] => 5
    [9469] => 5
    [9167] => 5
    [8038] => 5
    [9594] => 5
    [9735] => 5
    [9768] => 5
    [9600] => 5
    [9565] => 5
    [9548] => 5
    [9798] => 5
    [8016] => 5
    [9822] => 5
    [8000] => 5
    [9746] => 5
    [9500] => 5
    [9693] => 5
    [9501] => 5
    [9831] => 5
    [9832] => 5
    [8009] => 5
    [7908] => 5
    [9648] => 5
    [7996] => 5
    [9637] => 5
    [9492] => 5
    [9862] => 5
    [9583] => 5
    [9150] => 4
    [9164] => 4
    [8896] => 4
    [9826] => 4
    [9386] => 4
    [9275] => 4
    [9315] => 4
    [9293] => 4
    [9126] => 4
    [9268] => 4
    [9173] => 4
    [8644] => 4
    [8643] => 4
    [9517] => 4
    [9515] => 4
    [9394] => 4
    [9514] => 4
    [9460] => 4
    [8617] => 4
    [8607] => 4
    [9512] => 4
    [8600] => 4
    [9506] => 4
    [9505] => 4
    [8627] => 4
    [8626] => 4
    [9231] => 4
    [9185] => 4
    [9145] => 4
    [8652] => 4
    [8971] => 4
    [8226] => 4
    [9055] => 4
    [9316] => 4
    [8586] => 4
    [8849] => 4
    [8714] => 4
    [8996] => 4
    [8990] => 4
    [9072] => 4
    [8926] => 4
    [9223] => 4
    [8987] => 4
    [8986] => 4
    [9407] => 4
    [9701] => 4
    [8903] => 4
    [8860] => 4
    [9214] => 4
    [9075] => 4
    [9148] => 4
    [9236] => 4
    [8907] => 4
    [9147] => 4
    [8695] => 4
    [9146] => 4
    [8878] => 4
    [8700] => 4
    [8949] => 4
    [8750] => 4
    [9401] => 4
    [9144] => 4
    [8797] => 4
    [9117] => 4
    [9115] => 4
    [9400] => 4
    [9096] => 4
    [9226] => 4
    [9076] => 4
    [8505] => 4
    [9647] => 4
    [9319] => 4
    [8885] => 4
    [9266] => 4
    [9250] => 4
    [9224] => 4
    [9178] => 4
    [9158] => 4
    [8011] => 4
    [9136] => 4
    [8042] => 4
    [8902] => 4
    [8065] => 4
    [8254] => 4
    [9447] => 4
    [8648] => 4
    [8611] => 4
    [8279] => 4
    [8465] => 4
    [8447] => 4
    [8412] => 4
    [8410] => 4
    [8308] => 4
    [8219] => 4
    [8485] => 4
    [9827] => 4
    [9449] => 4
    [7999] => 4
    [9711] => 4
    [9643] => 4
    [9689] => 4
    [9623] => 4
    [9692] => 4
    [9698] => 4
    [9619] => 4
    [9704] => 4
    [9613] => 4
    [9611] => 4
    [9602] => 4
    [9719] => 4
    [9801] => 4
    [9586] => 4
    [9537] => 4
    [9721] => 4
    [9744] => 4
    [9750] => 4
    [9751] => 4
    [9753] => 4
    [9771] => 4
    [9789] => 4
    [9790] => 4
    [9468] => 4
    [8035] => 4
    [7890] => 4
    [9333] => 4
    [9395] => 4
    [9518] => 4
    [9475] => 4
    [9465] => 4
    [9462] => 4
    [9446] => 4
    [9432] => 4
    [9418] => 4
    [9645] => 4
    [9408] => 4
    [9052] => 4
    [9089] => 4
    [9555] => 4
    [9384] => 4
    [9093] => 4
    [9360] => 4
    [9100] => 4
    [9356] => 4
    [9354] => 4
    [9353] => 4
    [9118] => 4
    [9341] => 4
    [9340] => 4
    [8915] => 4
    [9560] => 4
    [9876] => 4
    [8679] => 4
    [9875] => 4
    [9857] => 4
    [9855] => 4
    [9814] => 4
    [8523] => 4
    [9805] => 4
    [8614] => 4
    [8618] => 4
    [9786] => 4
    [8623] => 4
    [9775] => 4
    [8904] => 4
    [9774] => 4
    [9760] => 4
    [9752] => 4
    [9710] => 4
    [9679] => 4
    [8872] => 4
    [9644] => 4
    [9636] => 4
    [9633] => 4
    [8897] => 4
    [9591] => 4
    [9026] => 4
    [9782] => 4
    [8466] => 4
    [8441] => 4
    [8513] => 4
    [8402] => 4
    [8661] => 4
    [8363] => 4
    [9571] => 4
    [8662] => 4
    [8696] => 4
    [8749] => 4
    [9688] => 4
    [8263] => 4
    [8809] => 4
    [8439] => 4
    [8818] => 4
    [8313] => 4
    [9559] => 4
    [9765] => 4
    [8436] => 4
    [8251] => 4
    [8315] => 4
    [9549] => 4
    [9813] => 4
    [8821] => 4
    [8428] => 4
    [8462] => 4
    [8822] => 4
    [8521] => 4
    [8548] => 4
    [8541] => 4
    [8464] => 4
    [9582] => 4
    [8298] => 4
    [8311] => 4
    [9593] => 4
    [8538] => 4
    [8478] => 4
    [9595] => 4
    [8516] => 4
    [9426] => 4
    [9614] => 4
    [9616] => 4
    [9630] => 4
    [9639] => 4
    [8483] => 4
    [9646] => 4
    [9575] => 4
    [8503] => 4
    [8475] => 4
    [8646] => 4
    [8307] => 4
    [8532] => 4
    [8552] => 4
    [8384] => 4
    [8405] => 4
    [7972] => 4
    [8397] => 4
    [8393] => 4
    [8004] => 4
    [9463] => 4
    [8186] => 4
    [8554] => 4
    [9344] => 4
    [8330] => 4
    [8091] => 4
    [8001] => 4
    [8561] => 4
    [8026] => 4
    [8369] => 4
    [8087] => 4
    [8032] => 4
    [8359] => 4
    [8037] => 4
    [8411] => 4
    [8207] => 4
    [9473] => 4
    [8423] => 4
    [9495] => 4
    [9490] => 4
    [9846] => 4
    [8993] => 4
    [8225] => 4
    [7891] => 4
    [9112] => 4
    [9078] => 4
    [9121] => 4
    [7910] => 4
    [9129] => 4
    [7911] => 4
    [8194] => 4
    [9859] => 3
    [9759] => 3
    [9429] => 3
    [9430] => 3
    [9531] => 3
    [9770] => 3
    [9796] => 3
    [8215] => 3
    [9842] => 3
    [9456] => 3
    [8002] => 3
    [9766] => 3
    [9856] => 3
    [9502] => 3
    [9877] => 3
    [8018] => 3
    [9778] => 3
    [7894] => 3
    [9858] => 3
    [9503] => 3
    [9592] => 3
    [9758] => 3
    [7978] => 3
    [9156] => 3
    [7895] => 3
    [9015] => 3
    [7905] => 3
    [8724] => 3
    [8703] => 3
    [8588] => 3
    [8587] => 3
    [8568] => 3
    [8562] => 3
    [8481] => 3
    [8278] => 3
    [7889] => 3
    [7987] => 3
    [8197] => 3
    [7997] => 3
    [7991] => 3
    [9880] => 3
    [8008] => 3
    [9854] => 3
    [9828] => 3
    [9812] => 3
    [8033] => 3
    [8046] => 3
    [8056] => 3
    [9157] => 3
    [9207] => 3
    [9747] => 3
    [9551] => 3
    [9724] => 3
    [9650] => 3
    [9655] => 3
    [9638] => 3
    [9664] => 3
    [9626] => 3
    [9625] => 3
    [9665] => 3
    [9680] => 3
    [9612] => 3
    [9604] => 3
    [9567] => 3
    [9529] => 3
    [9853] => 3
    [9763] => 3
    [9784] => 3
    [9459] => 3
    [9787] => 3
    [9817] => 3
    [9830] => 3
    [9398] => 3
    [9372] => 3
    [9322] => 3
    [9287] => 3
    [9272] => 3
    [9840] => 3
    [8344] => 3
    [8875] => 3
    [8390] => 3
    [8202] => 3
    [8930] => 3
    [9542] => 3
    [8925] => 3
    [8922] => 3
    [8916] => 3
    [8912] => 3
    [8911] => 3
    [8780] => 3
    [8553] => 3
    [8470] => 3
    [8245] => 3
    [8203] => 3
    [8047] => 3
    [8933] => 3
    [8882] => 3
    [9772] => 3
    [8252] => 3
    [9390] => 3
    [9311] => 3
    [9280] => 3
    [8253] => 3
    [9177] => 3
    [9176] => 3
    [8799] => 3
    [8787] => 3
    [8772] => 3
    [8932] => 3
    [9045] => 3
    [8283] => 3
    [8025] => 3
    [8367] => 3
    [8947] => 3
    [8950] => 3
    [8184] => 3
    [9087] => 3
    [7998] => 3
    [9585] => 3
    [9564] => 3
    [9526] => 3
    [9520] => 3
    [9507] => 3
    [9467] => 3
    [9458] => 3
    [9206] => 3
    [8027] => 3
    [9383] => 3
    [9382] => 3
    [9378] => 3
    [9377] => 3
    [9350] => 3
    [9337] => 3
    [9323] => 3
    [9289] => 3
    [9248] => 3
    [8059] => 3
    [9282] => 3
    [9210] => 3
    [8274] => 3
    [8590] => 3
    [9420] => 3
    [9727] => 3
    [9081] => 3
    [9070] => 3
    [8819] => 3
    [8820] => 3
    [9039] => 3
    [9029] => 3
    [9021] => 3
    [9005] => 3
    [8832] => 3
    [8984] => 3
    [8994] => 3
    [9057] => 3
    [8835] => 3
    [9180] => 3
    [8828] => 3
    [8826] => 3
    [8747] => 3
    [9234] => 3
    [8636] => 3
    [9235] => 3
    [8616] => 3
    [8507] => 3
    [8477] => 3
    [8471] => 3
    [8419] => 3
    [8418] => 3
    [9086] => 3
    [9229] => 3
    [8286] => 3
    [9657] => 3
    [8473] => 3
    [9707] => 3
    [9668] => 3
    [8318] => 3
    [8334] => 3
    [8353] => 3
    [8362] => 3
    [8375] => 3
    [8399] => 3
    [8555] => 3
    [9804] => 3
    [9793] => 3
    [9588] => 3
    [9304] => 3
    [8489] => 3
    [9523] => 3
    [9516] => 3
    [9513] => 3
    [9511] => 3
    [9510] => 3
    [9509] => 3
    [9508] => 3
    [8549] => 3
    [9385] => 3
    [9358] => 3
    [9326] => 3
    [9312] => 3
    [8057] => 3
    [9773] => 3
    [8265] => 3
    [8291] => 3
    [9437] => 3
    [9445] => 3
    [8355] => 3
    [9171] => 3
    [8233] => 3
    [8231] => 3
    [8834] => 3
    [8229] => 3
    [8491] => 3
    [9483] => 3
    [8435] => 3
    [9161] => 3
    [8236] => 3
    [9332] => 3
    [9160] => 3
    [8726] => 3
    [9012] => 3
    [8567] => 3
    [8216] => 3
    [8656] => 3
    [8731] => 3
    [9556] => 3
    [8850] => 3
    [8660] => 3
    [9338] => 3
    [8289] => 3
    [8385] => 3
    [8497] => 3
    [9355] => 3
    [9367] => 3
    [8266] => 3
    [8874] => 3
    [8504] => 3
    [8271] => 3
    [9347] => 3
    [8533] => 3
    [8340] => 3
    [8557] => 3
    [8500] => 3
    [9343] => 3
    [9183] => 3
    [8258] => 3
    [8605] => 3
    [9342] => 3
    [8337] => 3
    [8906] => 3
    [9406] => 3
    [8249] => 3
    [8348] => 3
    [9411] => 3
    [8237] => 3
    [9419] => 3
    [8496] => 3
    [9558] => 3
    [8692] => 3
    [9019] => 3
    [8440] => 3
    [9561] => 3
    [8673] => 3
    [8584] => 3
    [8622] => 3
    [8442] => 3
    [9122] => 3
    [8422] => 3
    [8424] => 3
    [9288] => 3
    [8314] => 3
    [8638] => 3
    [9673] => 3
    [9297] => 3
    [9063] => 3
    [9067] => 3
    [9068] => 3
    [8794] => 3
    [9245] => 3
    [8665] => 3
    [9264] => 3
    [8430] => 3
    [9073] => 3
    [9084] => 3
    [9263] => 3
    [8063] => 3
    [8680] => 3
    [9296] => 3
    [8682] => 3
    [8531] => 3
    [8401] => 3
    [8620] => 3
    [8733] => 3
    [8734] => 3
    [9221] => 3
    [8735] => 3
    [8200] => 3
    [8686] => 3
    [9589] => 3
    [9035] => 3
    [9317] => 3
    [8545] => 3
    [8612] => 3
    [8389] => 3
    [8188] => 3
    [8386] => 3
    [9240] => 3
    [8177] => 3
    [8454] => 3
    [9049] => 3
    [8324] => 3
    [8400] => 2
    [8817] => 2
    [8526] => 2
    [8543] => 2
    [8518] => 2
    [8301] => 2
    [9718] => 2
    [9346] => 2
    [8803] => 2
    [8844] => 2
    [7984] => 2
    [8841] => 2
    [9046] => 2
    [8977] => 2
    [9098] => 2
    [9227] => 2
    [9389] => 2
    [9024] => 2
    [9364] => 2
    [9329] => 2
    [9037] => 2
    [9038] => 2
    [8456] => 2
    [9301] => 2
    [9295] => 2
    [9717] => 2
    [9198] => 2
    [9018] => 2
    [8450] => 2
    [8449] => 2
    [9058] => 2
    [9361] => 2
    [9108] => 2
    [8810] => 2
    [9362] => 2
    [9061] => 2
    [9363] => 2
    [8960] => 2
    [8458] => 2
    [9016] => 2
    [8509] => 2
    [9349] => 2
    [8508] => 2
    [8589] => 2
    [8879] => 2
    [9884] => 2
    [8880] => 2
    [9809] => 2
    [8894] => 2
    [9743] => 2
    [9741] => 2
    [9736] => 2
    [8936] => 2
    [9357] => 2
    [9627] => 2
    [8640] => 2
    [8493] => 2
    [9335] => 2
    [9522] => 2
    [8982] => 2
    [8488] => 2
    [9352] => 2
    [8474] => 2
    [9000] => 2
    [9009] => 2
    [8292] => 2
    [8716] => 2
    [8546] => 2
    [8831] => 2
    [8914] => 2
    [9170] => 2
    [8687] => 2
    [8898] => 2
    [9767] => 2
    [9285] => 2
    [9203] => 2
    [8866] => 2
    [8691] => 2
    [9785] => 2
    [9808] => 2
    [9825] => 2
    [9720] => 2
    [8829] => 2
    [8827] => 2
    [9204] => 2
    [8768] => 2
    [8761] => 2
    [9687] => 2
    [8757] => 2
    [9867] => 2
    [8090] => 2
    [8654] => 2
    [9222] => 2
    [8684] => 2
    [9716] => 2
    [8653] => 2
    [8959] => 2
    [9415] => 2
    [9425] => 2
    [9080] => 2
    [9433] => 2
    [9065] => 2
    [9435] => 2
    [9007] => 2
    [8976] => 2
    [8666] => 2
    [8963] => 2
    [9169] => 2
    [9489] => 2
    [8683] => 2
    [9504] => 2
    [9534] => 2
    [8938] => 2
    [8935] => 2
    [8934] => 2
    [8667] => 2
    [8670] => 2
    [8931] => 2
    [8929] => 2
    [9596] => 2
    [9670] => 2
    [8645] => 2
    [8388] => 2
    [8563] => 2
    [9325] => 2
    [8540] => 2
    [8210] => 2
    [9303] => 2
    [8204] => 2
    [8699] => 2
    [9314] => 2
    [8183] => 2
    [8709] => 2
    [9192] => 2
    [8020] => 2
    [9321] => 2
    [8250] => 2
    [8698] => 2
    [8720] => 2
    [9233] => 2
    [8732] => 2
    [9195] => 2
    [8782] => 2
    [8781] => 2
    [8752] => 2
    [8769] => 2
    [8778] => 2
    [9334] => 2
    [8581] => 2
    [8241] => 2
    [8256] => 2
    [8595] => 2
    [9259] => 2
    [9242] => 2
    [9243] => 2
    [8694] => 2
    [8544] => 2
    [8560] => 2
    [8517] => 2
    [8537] => 2
    [8514] => 2
    [8499] => 2
    [8536] => 2
    [9257] => 2
    [8444] => 2
    [8276] => 2
    [9230] => 2
    [8417] => 2
    [8407] => 2
    [8403] => 2
    [9261] => 2
    [8704] => 2
    [8358] => 2
    [9219] => 2
    [9274] => 2
    [9208] => 2
    [9205] => 2
    [9074] => 2
    [8550] => 2
    [8431] => 2
    [9423] => 2
    [9481] => 2
    [9396] => 2
    [9783] => 2
    [9472] => 2
    [8257] => 2
    [9452] => 2
    [9732] => 2
    [9428] => 2
    [9833] => 2
    [9422] => 2
    [9836] => 2
    [9731] => 2
    [8235] => 2
    [9524] => 2
    [8230] => 2
    [8602] => 2
    [9762] => 2
    [9027] => 2
    [8228] => 2
    [8981] => 2
    [7902] => 2
    [8227] => 2
    [9487] => 2
    [9496] => 2
    [8806] => 2
    [9580] => 2
    [9709] => 2
    [9702] => 2
    [9545] => 2
    [9036] => 2
    [9683] => 2
    [9676] => 2
    [9649] => 2
    [9656] => 2
    [9661] => 2
    [9345] => 2
    [9366] => 2
    [9682] => 2
    [9691] => 2
    [9610] => 2
    [8603] => 2
    [9601] => 2
    [8262] => 2
    [9566] => 2
    [9603] => 2
    [9715] => 2
    [9618] => 2
    [9634] => 2
    [8842] => 2
    [9540] => 2
    [9521] => 2
    [8420] => 2
    [8015] => 2
    [9651] => 2
    [8370] => 2
    [9658] => 2
    [9829] => 2
    [9662] => 2
    [9818] => 2
    [9815] => 2
    [8030] => 2
    [8856] => 2
    [8070] => 2
    [9865] => 2
    [8506] => 2
    [8034] => 2
    [8641] => 2
    [8041] => 2
    [9681] => 2
    [9703] => 2
    [9708] => 2
    [8058] => 2
    [9754] => 2
    [8853] => 2
    [8594] => 2
    [9866] => 2
    [8601] => 2
    [7985] => 2
    [7912] => 2
    [8599] => 2
    [9557] => 2
    [9781] => 2
    [9810] => 2
    [8208] => 2
    [8196] => 2
    [9871] => 2
    [8372] => 2
    [8371] => 2
    [9878] => 2
    [8096] => 2
    [8232] => 2
    [9579] => 2
    [8572] => 2
    [8066] => 2
    [8044] => 2
    [7994] => 2
    [8582] => 2
    [8005] => 2
    [8189] => 2
    [8989] => 2
    [8575] => 2
    [9608] => 2
    [9405] => 2
    [9730] => 2
    [9434] => 2
    [8029] => 2
    [9010] => 2
    [8672] => 2
    [9051] => 2
    [9247] => 2
    [9064] => 2
    [8565] => 2
    [9409] => 2
    [9427] => 2
    [8480] => 2
    [8460] => 2
    [8763] => 2
    [8445] => 2
    [8425] => 2
    [9175] => 2
    [8396] => 2
    [9454] => 2
    [8354] => 2
    [8350] => 2
    [9166] => 2
    [8326] => 2
    [8325] => 2
    [9740] => 2
    [8414] => 2
    [8771] => 2
    [8268] => 2
    [8883] => 2
    [9079] => 2
    [9082] => 2
    [9092] => 2
    [8997] => 2
    [8988] => 2
    [9101] => 2
    [9368] => 2
    [8973] => 2
    [8952] => 2
    [9369] => 2
    [9107] => 2
    [8869] => 2
    [8796] => 2
    [9379] => 2
    [8863] => 2
    [8421] => 2
    [9380] => 2
    [8837] => 2
    [8415] => 2
    [9132] => 2
    [9381] => 2
    [8580] => 2
    [9152] => 2
    [8800] => 2
    [8342] => 2
    [8309] => 2
    [9874] => 2
    [8329] => 2
    [9365] => 2
    [9299] => 2
    [9453] => 2
    [7892] => 2
    [7888] => 2
    [9220] => 2
    [9298] => 2
    [9873] => 2
    [9872] => 2
    [8327] => 2
    [9777] => 2
    [9244] => 2
    [9807] => 2
    [9251] => 2
    [8793] => 2
    [9821] => 2
    [9820] => 2
    [9142] => 2
    [9533] => 2
    [8323] => 2
    [9470] => 2
    [9306] => 2
    [9269] => 2
    [8302] => 2
    [9745] => 2
    [8267] => 2
    [9190] => 2
    [8242] => 2
    [8239] => 2
    [8558] => 2
    [8220] => 2
    [8211] => 2
    [8195] => 2
    [9181] => 2
    [8556] => 2
    [8093] => 2
    [9194] => 2
    [9581] => 2
    [9461] => 2
    [9308] => 2
    [9199] => 2
    [8013] => 2
    [9200] => 2
    [9294] => 1
    [9134] => 1
    [8690] => 1
    [9111] => 1
    [9270] => 1
    [9197] => 1
    [9182] => 1
    [9105] => 1
    [9249] => 1
    [8884] => 1
    [8992] => 1
    [9179] => 1
    [9238] => 1
    [9030] => 1
    [9033] => 1
    [9102] => 1
    [9094] => 1
    [9273] => 1
    [9870] => 1
    [8592] => 1
    [9442] => 1
    [9448] => 1
    [9339] => 1
    [9253] => 1
    [9330] => 1
    [9165] => 1
    [9302] => 1
    [8624] => 1
    [9399] => 1
    [8524] => 1
    [8193] => 1
    [9572] => 1
    [9451] => 1
    [9041] => 1
    [9484] => 1
    [9882] => 1
    [9850] => 1
    [9477] => 1
    [9525] => 1
    [9191] => 1
    [9149] => 1
    [9528] => 1
    [9095] => 1
    [9573] => 1
    [9077] => 1
    [9359] => 1
    [9370] => 1
    [9002] => 1
    [8361] => 1
    [8528] => 1
    [8650] => 1
    [8519] => 1
    [8495] => 1
    [8663] => 1
    [8408] => 1
    [8380] => 1
    [8378] => 1
    [8373] => 1
    [8693] => 1
    [8364] => 1
    [8824] => 1
    [9032] => 1
    [8352] => 1
    [8331] => 1
    [8317] => 1
    [8223] => 1
    [8887] => 1
    [8190] => 1
    [8908] => 1
    [8095] => 1
    [8069] => 1
    [8909] => 1
    [8985] => 1
    [9054] => 1
    [8979] => 1
    [9455] => 1
    [8387] => 1
    [8759] => 1
    [8745] => 1
    [8715] => 1
    [8702] => 1
    [8674] => 1
    [8664] => 1
    [8615] => 1
    [8591] => 1
    [8576] => 1
    [8520] => 1
    [8510] => 1
    [8382] => 1
    [8765] => 1
    [8332] => 1
    [8290] => 1
    [8218] => 1
    [8176] => 1
    [7980] => 1
    [8804] => 1
    [8472] => 1
    [8299] => 1
    [9779] => 1
    [9776] => 1
    [9738] => 1
    [8762] => 1
    [8811] => 1
    [8972] => 1
    [9697] => 1
    [9577] => 1
    [8970] => 1
    [8967] => 1
    [8966] => 1
    [9599] => 1
    [9607] => 1
    [9631] => 1
    [8957] => 1
    [9671] => 1
    [8946] => 1
    [9694] => 1
    [8937] => 1
    [8862] => 1
    [8905] => 1
    [8901] => 1
    [9742] => 1
    [9757] => 1
    [8900] => 1
    [9819] => 1
    [9844] => 1
    [8893] => 1
    [9847] => 1
    [8873] => 1
    [8871] => 1
    [8838] => 1
    [8808] => 1
    [8717] => 1
    [9714] => 1
    [9494] => 1
    [9816] => 1
    [9584] => 1
    [9605] => 1
    [9620] => 1
    [9624] => 1
    [9654] => 1
    [9695] => 1
    [9722] => 1
    [7914] => 1
    [9723] => 1
    [9725] => 1
    [9892] => 1
    [9127] => 1
    [7907] => 1
    [7913] => 1
    [7915] => 1
    [7955] => 1
    [7982] => 1
    [9837] => 1
    [7992] => 1
    [7993] => 1
    [8802] => 1
    [9590] => 1
    [9110] => 1
    [9053] => 1
    [9048] => 1
    [8888] => 1
    [8868] => 1
    [8847] => 1
    [8814] => 1
    [8722] => 1
    [8010] => 1
    [8712] => 1
    [8658] => 1
    [9286] => 1
    [8574] => 1
    [8525] => 1
    [9416] => 1
    [9424] => 1
    [8345] => 1
    [8097] => 1
    [7986] => 1
    [9889] => 1
    [9713] => 1
    [9013] => 1
    [8339] => 1
    [9168] => 1
    [9159] => 1
    [9135] => 1
    [8429] => 1
    [9106] => 1
    [9103] => 1
    [9071] => 1
    [8484] => 1
    [8296] => 1
    [8522] => 1
    [8816] => 1
    [8527] => 1
    [8786] => 1
    [8711] => 1
    [8710] => 1
    [8542] => 1
    [8634] => 1
    [8631] => 1
    [8297] => 1
    [8295] => 1
    [8007] => 1
    [9667] => 1
    [9860] => 1
    [8014] => 1
    [9852] => 1
    [9806] => 1
    [9802] => 1
    [8060] => 1
    [9712] => 1
    [8067] => 1
    [9640] => 1
    [8287] => 1
    [9576] => 1
    [8209] => 1
    [8213] => 1
    [9480] => 1
    [9441] => 1
    [8244] => 1
    [9387] => 1
    [8261] => 1
    [8275] => 1
    [9706] => 1
    [9258] => 1
    [8657] => 1
    [9125] => 1
    [9239] => 1
    [9228] => 1
    [8064] => 1
    [9218] => 1
    [9216] => 1
    [9202] => 1
    [8094] => 1
    [9128] => 1
    [9088] => 1
    [9260] => 1
    [9069] => 1
    [9022] => 1
    [8969] => 1
    [8962] => 1
    [8956] => 1
    [8955] => 1
    [8940] => 1
    [8927] => 1
    [8199] => 1
    [9254] => 1
    [9267] => 1
    [8920] => 1
    [9769] => 1
    [8413] => 1
    [8305] => 1
    [8285] => 1
    [8221] => 1
    [8092] => 1
    [9869] => 1
    [9843] => 1
    [9780] => 1
    [9739] => 1
    [9279] => 1
    [9674] => 1
    [9552] => 1
    [9550] => 1
    [9497] => 1
    [9397] => 1
    [9336] => 1
    [9320] => 1
    [9300] => 1
    [9284] => 1
    [8923] => 1
    [8918] => 1
    [8293] => 1
    [8346] => 1
    [8530] => 1
    [8515] => 1
    [8511] => 1
    [8451] => 1
    [8448] => 1
    [8438] => 1
    [8398] => 1
    [8395] => 1
    [8310] => 1
    [8570] => 1
    [8306] => 1
    [8277] => 1
    [8238] => 1
    [8234] => 1
    [8206] => 1
    [8191] => 1
    [8023] => 1
    [8012] => 1
    [8006] => 1
    [8547] => 1
    [8585] => 1
    [8913] => 1
    [8777] => 1
    [8895] => 1
    [8890] => 1
    [8889] => 1
    [8852] => 1
    [8840] => 1
    [8830] => 1
    [8792] => 1
    [8791] => 1
    [8760] => 1
    [8609] => 1
    [8758] => 1
    [8756] => 1
    [8755] => 1
    [8754] => 1
    [8705] => 1
    [8688] => 1
    [8669] => 1
    [8647] => 1
    [8610] => 1
    [9392] => 1
)