La arduino Development board Inobvumira zviuru nezviuru zvemapurojekiti akasiyana kuti aitwe, muganho uri mufungidziro yemugadziri wega wega, kunyangwe iinewo zvimwe zvipimo zvemuviri, senge ndangariro, kugona kugadzirisa, nezvimwe. Nekudaro, kune akawanda uye akawanda zvigadzirwa uye mapurojekiti ekuwedzera kugona kwavo zvakanyanya uye zvakanyanya, sezvakaita nyaya ye kuvhurwa kutsva kweAIFES.
Zvino, nekuda kwechirongwa ichi chakagadzirwa na Fraunhofer IMS yeArduino, iyi yakavhurika sosi bhodhi ichaita a Artificial Intelligence (AI) chimiro chakarongwa muC, uchishandisa akajairwa GNU GCC compiler raibhurari. Vashandisi vava kukwanisa kuwedzera AIfES kune yavo Arduino chirongwa uye nekuisanganisa kubva kumaneja weraibhurari kubva kuIDE kuti uishandise mukuvandudza kwako, ichipa mukana wekushandisa muchina kudzidza algorithms kunyangwe mune madiki madiki controller sebhodhi. Arduino UNO 8-chidimbu.
Izvi zvinobvumira vanogadzira kugadzira akawanda eIoT (Internet Yezvinhu) zvishandiso zvakazvimiririra zvakanyanya kubva mugore uye izvo zvinogona kuve nehungwaru, uye neruremekedzo rukuru kune yako kuvanzika, sezvo mabasa anogona kuitwa kunze kwenyika kubva kuArduino board pasina chinodiwa. kuvimba nemasevhisi ari kure. Uyezve, chirongwa cheAIFES chakatangwa pasi GNU GPLv3 rezinesi, saka ndeyemahara zvachose, kunyangwe ichibvumira rezinesi rakabhadharwa rezvirongwa zvekutengesa.
AifES yakafanana chaizvo uye inoenderana Python ML maitiro sezvazvakaita neTensorFlow, Keras kana PyTorch, asi kushanda kwayo kwakaderedzwa. Nekudaro, mune iyi vhezheni yakaburitswa iyo FNN (Feedforward Neural Networks) yakatotsigirwa, mukuwedzera inobvumirawo activation yemabasa akabatanidzwa akadai ReLu, Sigmoid, kana Softmax. Kune rimwe divi, vanogadzira vari kushanda kuti vaunze mune ramangwana zvakare kushandiswa kweConvNet (Convolutional Neural Networks), iyo inogona kusatora nguva yakareba kuti isvike.
Vamwe vakaiswawo kudzidzisa algorithms zvakajairika, seSGD (Gradient Descent Optimizer) uye Adam Optimizer, pakati pevamwe. Ndinoreva, ye8-bit MCU, haina kushata zvachose ...