ื‘ื•ืžื‘ืœืข ืึธืคึผืขื ืก ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืกื™ืกื˜ืขื ืฆื• ื“ืขื˜ืขืงื˜ ืึธืจื ื˜ืœืขืš ื‘ื™ืœื“ืขืจ

ื‘ื•ืžื‘ืœืข, ื•ื•ืึธืก ื“ืขื•ื•ืขืœืึธืคึผืก ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ื’ืจืขืกื˜ืขืจ ืึธื ืœื™ื™ืŸ ื“ื™ื™ื˜ื™ื ื’ ื‘ืึทื“ื™ื ื•ื ื’ืก, ื”ืื˜ ื’ืขืขืคื ื˜ ื“ื™ ืžืงื•ืจ ืงืึธื“ ืคื•ืŸ ื“ื™ ืคึผืจื™ื•ื•ืึทื˜ ื“ืขื˜ืขืงื˜ืึธืจ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืกื™ืกื˜ืขื, ื’ืขื ื™ืฆื˜ ืฆื• ื™ื“ืขื ื˜ื™ืคื™ืฆื™ืจืŸ ืึธืจื ื˜ืœืขืš ื‘ื™ืœื“ืขืจ ืื™ืŸ ืคืึธื˜ืึธืก ื•ืคึผืœืึธืึทื“ืขื“ ืฆื• ื“ื™ ืกืขืจื•ื•ื™ืก. ื“ืขืจ ืกื™ืกื˜ืขื ืื™ื– ื’ืขืฉืจื™ื‘ืŸ ืื™ืŸ Python, ื ื™ืฆื˜ ื“ื™ Tensorflow ืคืจื™ื™ืžื•ื•ืขืจืง ืื•ืŸ ืื™ื– ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜ ืื•ื ื˜ืขืจ ื“ื™ Apache-2.0 ื“ืขืจืœื•ื™ื‘ืขื ื™ืฉ. ื“ื™ ืงืึทื ื•ื•ืึทืœื•ืฉืึทื ืึทืœ ื ืขื•ืจืึทืœ ื ืขืฅ EfficientNet v2 ืื™ื– ื’ืขื ื™ืฆื˜ ืคึฟืึทืจ ืงืœืึทืกืึทืคืึทืงื™ื™ืฉืึทืŸ. ื ืคืึทืจื˜ื™ืง ืžืึธื“ืขืœ ืฆื• ื™ื“ืขื ื˜ื™ืคื™ืฆื™ืจืŸ ื‘ื™ืœื“ืขืจ ืคื•ืŸ ื ืึทืงืขื˜ ืžืขื ื˜ืฉืŸ ืื™ื– ื‘ื ื™ืžืฆื ืคึฟืึทืจ ืืจืืคืงืืคื™ืข. ื“ื™ ืึทืงื™ืขืจืึทืกื™ ืคื•ืŸ ืคืขืกื˜ืงื™ื™ึทื˜ ืื™ื– ืžืขืจ ื•ื•ื™ 98%.

ืขืก ืื•ื™ืš ื›ื•ืœืœ ืึท ืฉืจื™ืคื˜ ืฆื• ืฉืึทืคึฟืŸ ื“ื™ื™ืŸ ืื™ื™ื’ืขื ืข ืžืึธื“ืขืœืก, ื•ื•ืึธืก ืื™ืจ ืงืขื ืขืŸ ื‘ืึทืŸ ืื•ื™ืฃ ื“ื™ื™ืŸ ื–ืึทืžืœื•ื ื’ ืื•ืŸ ื ื•ืฆืŸ ืฆื• ืงืœืึทืกื™ืคื™ืฆื™ืจืŸ ืึทืจื‘ื™ื˜ืจืึทืจื™ืฉ ืื™ื ื”ืึทืœื˜. ืคึฟืึทืจ ื˜ืจื™ื™ื ื™ื ื’, ืขืก ืื™ื– ื’ืขื ื•ื’ ืฆื• ืœื•ื™ืคืŸ ืึท ืฉืจื™ืคื˜ ืžื™ื˜ ื˜ืขืงืกื˜ ื˜ืขืงืขืก ืžื™ื˜ ืจืฉื™ืžื•ืช ืคื•ืŸ ื‘ื™ืœื“ืขืจ ืžื™ื˜ positive ืื•ืŸ ื ืขื’ืึทื˜ื™ื•ื• ืคึผืจืึธืคึผืขืจื˜ื™ืขืก. ื ืึธืš ื˜ืจื™ื™ื ื™ื ื’ ืื™ื– ื’ืขืขื ื“ื™ืงื˜, ืื™ืจ ืงืขื ืขืŸ ืฉื™ืงืŸ ืึท ืึทืจื‘ื™ื˜ืจืึทืจื™ืฉ ื‘ื™ืœื“ ืฆื• ืคึผืจื™ื•ื•ืึทื˜ ื“ืขื˜ืขืงื˜ืึธืจ ืื•ืŸ ื“ื™ ืฉืœืึธื’ืŸ ืงื•ืจืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืงืึทืœืงื™ืึทืœื™ื™ื˜ื™ื“ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ืขืก.

ืžืงื•ืจ: opennet.ru

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’