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紼單紳梗喧卞方月氾?奈白?仿奈瓦件弁?化?本立及i仃ㄓ藡雇薴馱

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dokechin

Classification of cicada by it's shell using AI::MxNet library.

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MxNet卞方月 犯奴奈皿仿奈瓦件弘匹 本立及i仃ㄓ藦Re允月 Kichijouji.pm #12 2017.10.20 @dokechin
MxNet午反 ? 心煋心瓦亙奈仿伙生永玄伐奈弁 (CNN) 支墿傻ぶ丟乒伉 生永玄伐奈弁 (LSTM) 午中勻凶郔珂傷及旮衭岐乒犯伙 毛扔禾奈玄允月﹜螞妗臚咫饑摝匹閉詢僅卞旦弗奈仿皮 伙卅旮衭岐白伊奈丞伐奈弁匹允﹝ ? 韜鍔倰晟惤午瘍倰晟惤毛髦婓今六月仇午互匹五引允﹝ g蕣﹜☆MXNet★午中丹靡ヶ反髦婓生永玄伐奈弁午中丹砩 庤及☆mixed networks★卞蚕懂仄引允﹝(堤萎ㄩhttps:// aws.amazon.com/jp/mxnet/) ? Perl匹妏尹月AI::MxNet
MNIST ? 28x28疋弁本伙及弘伊奈旦弗奈伙及忒齯迨恀趼(0-9) 賒砉午仿矛伙犯奈正及犯奈正本永玄﹝ ? 犯奈正ㄥ勀﹜氾旦玄犯奈正ㄠ勀互枑鼎今木化中月
支勻凶仇午 ? MNIST毛霜蚚仄化﹜本立及i仃ㄔワ`正匹本立及舑e毛 今六月ㄐ
匼及MNIST MNIST白巧奈穴永玄及田奶瓜伉 t10k-images.idx3-ubyte t10k-labels.idx1-ubyte train-images.idx3-ubyte train-labels.idx1-ubyte IO Symbol Module MxNet
MNIST↙PNG MNIST犯奈正 http://yann.lecun.com/exdb/mnist/ MNIST倛宒及田奶瓜伉毛png白央奶伙尺煦賃允月汁奈伙 https://github.com/myleott/mnist_png python convert_mnist_to_png.py ./ ./ testing 念岸岸 0 岫 念岸岸 10.png 岫 念岸岸 1001.png 岫 念岸岸 1009.png 岫 念岸岸 101.png 岫 念岸岸 1034.png 岫 念岸岸 1047.png 岫 念岸岸 1061.png ＃ 弩岸岸 9 念岸岸 1000.png 念岸岸 1005.png 念岸岸 1013.png 念岸岸 104.png 念岸岸 1045.png 念岸岸 1048.png 念岸岸 105.png
PNG↙RecordIO ? perl旦弁伉皿玄匹珨笊(ctl白央奶伙ㄘ毛釬傖 10 0 ./testing/0/10.png 1001 0 ./testing/0/1001.png 1009 0 ./testing/0/1009.png 1010 ./testing/0/101.png 1034 0 ./testing/0/1034.png 1047 0 ./testing/0/1047.png 1061 0 ./testing/0/1061.png 1084 0 ./testing/0/1084.png 1094 0 ./testing/0/1094.png ? im2rec戊穴件玉(MxNetㄘ im2rec training.ctl ./ training.rec encoding=.png color=0
RecordIO及MNIST RecordIO白巧奈穴永玄及 田奶瓜伉 training.rec testing.rec IO Symbol Module MxNet https://github.com/dokechin/mnist_png
i仃ㄔワ`正毛奀
紼單紳梗喧卞方月氾?奈白?仿奈瓦件弁?化?本立及i仃ㄓ藡雇薴馱
淏湘薹 ? 80%最僅
踏引匹午仇木井日 ? 莽及諒互中卅中午赻煦匹煦匹五卅中 ? 莽及意卞方勻化扔件皿伙互摩戶卞仁中 ? Github毛蚚中凶左奈皿件犯奈正及摩廣趙ㄕ瞳蚚反中中 覜元井手
末奈旦卅升反 ? https://github.com/dokechin/cicada_shell

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