ื’ื•ื’ืœ ื”ืื˜ ื‘ืืคืจื™ื™ื˜ ืžืขื ื“ืขืœ ืœื™ื ื•ืงืก 4.0 ืคืึทืจืฉืคึผืจื™ื™ื˜ื•ื ื’ ืคึฟืึทืจ ืงืึธืจืึทืœ ื‘ืึธืจื“ื–

ื’ื•ื’ืœ ื“ืขืจืœืื ื’ื˜ ืคืึทืจืฉืคึผืจื™ื™ื˜ื•ื ื’ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ืžืขื ื“ืœ ืœื™ื ื•ืงืก, ื‘ื“ืขื” ืคึฟืึทืจ ื ื•ืฆืŸ ืื•ื™ืฃ ื‘ืึธืจื“ื– ืงืึธืจืึทืœืึทื–ืึท ื•ื•ื™ ื“ืขื•ื• ื‘ืึธืจื“ ะธ SoM. ื“ื™ ื“ืขื•ื• ื‘ืึธืจื“ ืื™ื– ืึท ืคึผืœืึทื˜ืคืึธืจืžืข ืคึฟืึทืจ ื’ื™ืš ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืคื•ืŸ ืคึผืจืึธื•ื˜ืึทื˜ื™ื™ืคึผืก ืคื•ืŸ ื™ื™ึทื–ื ื•ื•ืึทืจื’ ืกื™ืกื˜ืขืžืขืŸ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ Google Edge TPU (ื˜ืขื ืกืขืจ ืคึผืจืึทืกืขืกื™ื ื’ ื™ื•ื ื™ื˜) ืฆื• ืคืึทืจื’ื™ื›ืขืจืŸ ืึทืคึผืขืจื™ื™ืฉืึทื ื– ืฉื™ื™ึทื›ื•ืช ืฆื• ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืื•ืŸ ื ืขื•ืจืึทืœ ื ืขื˜ื•ื•ืึธืจืงืก. ืกืึธื (ืกื™ืกื˜ืขื-ืื•ื™ืฃ-ืžืึธื“ื•ืœ) ืื™ื– ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ืคืึทืจื˜ื™ืง ืกืึทืœื•ืฉืึทื ื– ืคึฟืึทืจ ืคืœื™ืกื ื“ื™ืง ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืคึฟืึทืจื‘ื•ื ื“ืขื ืข ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–.

ืžืขื ื“ืขืœ ืœื™ื ื•ืงืก ืคืึทืจืฉืคึผืจื™ื™ื˜ื•ื ื’ ื’ืขื’ืจื™ื ื“ืขื˜ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ื“ื™ ื“ืขื‘ื™ืึทืŸ ืคึผืขืงืœ ื‘ืึทื–ืข ืื•ืŸ ืื™ื– ื’ืึธืจ ืงืึทืžืคึผืึทื˜ืึทื‘ืึทืœ ืžื™ื˜ ื“ื™ ืจื™ืคึผืึทื–ืึทื˜ืึธืจื™ื– ืคื•ืŸ ื“ืขื ืคึผืจื•ื™ืขืงื˜ (ื•ื ืžืึธื“ื™ืคื™ืขื“ ื‘ื™ื™ื ืขืจื™ ืคึผืึทืงืึทื“ื–ืฉืึทื– ืื•ืŸ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื•ื ื’ืขืŸ ืคื•ืŸ ื“ื™ ื”ื•ื™ืคึผื˜ ื“ืขื‘ื™ืึทืŸ ืจื™ืคึผืึทื–ืึทื˜ืึธืจื™ื– ื–ืขื ืขืŸ ื’ืขื ื™ืฆื˜). ื“ื™ ืขื ื“ืขืจื•ื ื’ืขืŸ ืงืึธื›ืŸ ืึทืจืึธืคึผ ืฆื• ื‘ื•ื™ืขืŸ ืึท ื‘ื™ืœื“ ื•ื•ืึธืก ืฉื™ืš ืคึฟื•ืŸ eMMC ืงืึทืจื“ืก ืื•ืŸ ืึทืจื™ื™ึทื ื’ืขืจืขื›ื ื˜ ืงืึทืžืคึผืึธื•ื ืึทื ืฅ ืฆื• ืฉื˜ื™ืฆืŸ ื“ื™ ื™ื™ึทื–ื ื•ื•ืึทืจื’ ืงืึทืžืคึผืึธื•ื ืึทื ืฅ ืคื•ืŸ ื“ื™ ืงืึธืจืึทืœ ืคึผืœืึทื˜ืคืึธืจืžืข. ืงืึธืจืึทืœ-ืกืคึผืขืฆื™ืคื™ืฉ ืงืึทืžืคึผืึธื•ื ืึทื ืฅ ืคืึทืจืฉืคึผืจื™ื™ื˜ืŸ ืœื™ื™ืกืึทื ืกื˜ ืื•ื ื˜ืขืจ ืึทืคึผืึทื˜ืฉื™ 2.0.

ืžืขื ื“ืœ ืœื™ื ื•ืงืก 4.0 ืื™ื– ื’ืขื•ื•ืืจืŸ ื“ืขืจ ืขืจืฉื˜ืขืจ ืžืขืœื“ื•ื ื’ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื˜ ืฆื• ื“ืขื‘ื™ืึทืŸ 10 ("ื‘ื•ืกื˜ืขืจ"). ื“ื™ ืคึฟืึทืจื–ืึทืžืœื•ื ื’ ืื™ื– ืึธืคึผื˜ื™ืžื™ื–ืขื“ ืคึฟืึทืจ ืขืžื‘ืขื“ื™ื“ ืกื™ืกื˜ืขืžืขืŸ ืื•ืŸ ื˜ื•ื˜ ื ื™ืฉื˜ ืึทื ื˜ื”ืึทืœื˜ืŸ ื•ืžื ื™ื™ื˜ื™ืง ื˜ื™ื ื’ื–, ืึทืจื™ื™ึทื ื’ืขืจืขื›ื ื˜ ื“ืขื‘ื™ืึทืŸ 10 ื™ื ืึธื•ื•ื•ื™ื™ืฉืึทื ื– ืฉื™ื™ึทื›ื•ืช ืฆื• ืฉื˜ื™ืฆืŸ ืคึฟืึทืจ SecureBoot ืื•ืŸ AppArmor. ื ื™ื™ึทืข ืคึฟืขื™ึดืงื™ื™ื˜ืŸ ืึทืจื™ื™ึทื ื ืขืžืขืŸ ืฉื˜ื™ืฆืŸ ืคึฟืึทืจ OpenCV ืื•ืŸ OpenCL, ื“ื™ ื ื•ืฆืŸ ืคื•ืŸ ื“ื™ื•ื•ื™ื™ืก ื˜ืจื™ ืึธื•ื•ื•ืขืจืœื™ื™ื–, ื•ื•ื™ ื’ืขื–ื•ื ื˜ ื•ื•ื™ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื•ื ื’ืขืŸ ืฆื• GStreamer, Python 3.7, Linux ืงืขืจืŸ 4.14 ืื•ืŸ U-Boot ื‘ืึธืึธื˜ืœืึธืึทื“ืขืจ 2017.03.3.

ืฆื•ื•ื™ืฉืŸ ื“ื™ ืกืคึผืขืฆื™ืคื™ืฉ ื™ื ืึธื•ื•ื•ื™ื™ืฉืึทื ื–, ื“ื™ ืžืขื’ืœืขื›ืงื™ื™ื˜ ืคื•ืŸ ื ื™ืฆืŸ ื“ื™ ืงืึธืจืึทืœ ื’ืคึผื• (Vivante GC7000) ืื™ื ืกื˜ืึทืœื™ืจืŸ ืื•ื™ืฃ ื‘ืึธืจื“ื– ืื™ื– ื“ืขืจืžืื ื˜ ืฆื• ืคืึทืจื’ื™ื›ืขืจืŸ ื“ื™ ืงืึทื ื•ื•ืขืจื–ืฉืึทืŸ ืคื•ืŸ ืคึผื™ืงืกืขืœ ื“ืึทื˜ืŸ ืคื•ืŸ ื“ื™ YUV ืงืึธืœื™ืจ ืžืึธื“ืขืœ ืฆื• RGB ืžื™ื˜ ืึท ืคืึธืจืฉื˜ืขืœื•ื ื’ ืคื•ืŸ ืึทืจื•ื™ืฃ ืฆื• 130 ืจืึธืžืขืŸ ืคึผืขืจ ืกืขืงื•ื ื“ืข ืคึฟืึทืจ ื•ื•ื™ื“ืขื ืžื™ื˜ ืึท ื”ืึทื›ืœืึธื˜ืข. ืคื•ืŸ 1080 ืคึผ, ื•ื•ืึธืก ืงืขืŸ ื–ื™ื™ืŸ ื ื•ืฆื™ืง ื•ื•ืขืŸ ื ื™ืฆืŸ ื‘ืึธืจื“ื– ืคึฟืึทืจ ืคึผืจืึทืกืขืกื™ื ื’ ื•ื•ื™ื“ืขื ืคึฟื•ืŸ ืงืึทืžืขืจืึทืก, ื“ื–ืฉืขื ืขืจื™ื™ื˜ื™ื ื’ ืึท ื˜ื™ื™ึทืš ืื™ืŸ ื™ื•ื•ื• ืคึฟืึธืจืžืึทื˜. ืฆื• ื ื•ืฆืŸ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืฆื• ืคึผืจืึธืฆืขืก ืกื˜ืจื™ืžื™ื ื’ ื•ื•ื™ื“ืขื ืื•ืŸ ืึทื•ื“ื™ืึธ ืื•ื™ืฃ ื“ื™ ืคืœื™ืขืŸ, ืขืก ืื™ื– ืคืืจื’ืขืœื™ื™ื’ื˜ ืฆื• ื ื•ืฆืŸ ืึทืŸ ืึธืคึฟืŸ ืคืจื™ื™ืžื•ื•ืขืจืง MediaPipe. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืื•ื™ืฃ ื–ื™ื™ึทืŸ ื™ืงืขืจ ืื™ืจ ืงืขื ืขืŸ ื™ื ืกื˜ืจื•ืžืขื ื˜ ืึท ืกื™ืกื˜ืขื ืคึฟืึทืจ ื“ืขืจืงืขื ืขืŸ ืื•ืŸ ื˜ืจืึทืงื™ื ื’ ืึทื‘ื“ื–ืฉืขืงืฅ ืึธื“ืขืจ ืคื ื™ืžืขืจ ืื™ืŸ ื•ื•ื™ื“ืขื ื˜ืจืึทื ืกืžื™ื˜ื˜ืขื“ ืคึฟื•ืŸ ืึท ืกืขืจื•ื•ื™ื™ืœืึทื ืก ืึทืคึผืึทืจืึทื˜.

ื’ืจื™ื™ื˜-ื’ืขืžืื›ื˜ ืื•ืŸ ืฉื•ื™ืŸ ื˜ืจื™ื™ื ื“ ื“ื–ืฉืึทื ืขืจื™ืง ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืžืึธื“ืขืœืก ืงืึทืžืคึผื™ื™ืœื“ ืคึฟืึทืจ ืขื“ื–ืฉ ื˜ืคึผื• ืคึผืจืึทืกืขืกืขืจื– ื’ืขื ื™ืฆื˜ ืื•ื™ืฃ ืงืึธืจืึทืœ ื‘ืึธืจื“ื– ืคืึธืจื–ืขืฆืŸ ืฆื• ื–ื™ื™ืŸ ืฉื™ืคึผื˜ ืฆื• ืคึผืจื•ื™ืขืงื˜ ื•ื•ืขื‘ื–ื™ื™ึทื˜ืœ, ืึธื‘ืขืจ ื–ืขื ืขืŸ ื‘ื™ืกืœืขื›ื•ื•ื™ื™ึทื– ื˜ืจืึทื ืกืคืขืจื“ ืฆื• ื“ื™ ืึทืœื’ืขืžื™ื™ื ืข ืงืึทื˜ืึทืœืึธื’ ืคื•ืŸ ืขืคื ื˜ืœืขืš ื‘ื ื™ืžืฆื ืžืึธื“ืขืœืก TensorFlow Hub. ืฆื• ืคืึทืจืคึผืึธืฉืขื˜ืขืจืŸ ื“ื™ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืคื•ืŸ ื“ื™ื™ืŸ ืื™ื™ื’ืขื ืข ืกืึทืœื•ืฉืึทื ื– ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ืงืึธืจืึทืœ ืื•ืŸ ืžืขื ื“ืขืœ ืœื™ื ื•ืงืก ื‘ืึธืจื“ื–, ืžื™ืจ ื”ืึธื‘ืŸ ืฆื•ื’ืขื’ืจื™ื™ื˜ ืคื™ืจืขืจืฉืึทืคื˜, ื•ื•ื™ื™ึทื–ื•ื ื’ ื•ื•ื™ ืฆื• ืึทืกืขืžื‘ืึทืœ ืึท ืงืœื•ื’ ืกืึธืจื˜ืขืจ ืคื•ืŸ ื‘ืจืขืงืœ ืžืึทื˜ืขืจื™ืึทืœืก ื•ื•ืึธืก ื“ื™ืกื˜ืจื™ื‘ื™ื•ืฅ ื‘ื•ื ื˜ ืื•ืŸ ื•ื•ื™ื™ึทืก ื‘ืึทืœืœืก ืื™ืŸ ืคืึทืจืฉื™ื“ืขื ืข ืงืขืจื‘ ื ื™ืฆืŸ Raspberry Pi ืื•ืŸ Coral USB Accelerator.

ืžืงื•ืจ: opennet.ru

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’