VGG16杩佺Щ瀛︿範锛屽疄鐜板尰瀛﹀浘鍍忚瘑鍒垎绫诲伐绋嬮」鐩?/h1> Posted 鏈哄櫒瀛︿範AI绠楁硶宸ョ▼
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篇首语：本文由小常识网(cha138.com)小编为大家整理，主要介绍了VGG16杩佺Щ瀛︿範锛屽疄鐜板尰瀛﹀浘鍍忚瘑鍒垎绫诲伐绋嬮」鐩?/h1>
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鍚慉I杞瀷鐨勭▼搴忓憳閮藉叧娉ㄤ簡杩欎釜鍙?/span>馃憞馃憞馃憞
姝や负2017-2018骞村害宸ョ▼瀹炶返椤圭洰锛屼富瑕佺洰鐨勬槸鑳藉璇嗗埆鍥惧儚绫诲埆锛屽挨鍏舵槸鍖诲绫伙紝鐒跺悗鍦ㄥ尰瀛︾被涓啀杩涜鏇翠负缁嗚嚧鐨勭被鍒瘑鍒紝浠ヨ揪鍒板尰瀛﹀奖鍍忚繖涓€鍨傜洿棰嗗煙鐨勫簲鐢ㄧ洰鐨勩€?br>
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鎿嶄綔绯荤粺锛歐indows10
缂栫▼璇█锛歅ython3
妯″瀷妗嗘灦锛欿eras
GPU锛欸TX 1060
GUI锛歍kinter
瀹屾暣浠ｇ爜 浠ュ強棰勮缁冩ā鍨?鑾峰彇鏂瑰紡锛?/strong>
鏂囦欢缁撴瀯鍙婃剰涔?/strong>
VGG16_model锛氬瓨鏀捐缁冨ソ鐨刅GG16妯″瀷鈥斺€攙gg16_weights_tf_dim_ordering_tf_kernels.h5
main锛氫富鏂囦欢 - MedicalLargeClassification.py鈥斺€斿浘鍍忚瘑鍒獹UI鎼缓鈥斺€旇繍琛屾鏂囦欢鍗冲彲鍚姩绋嬪簭
MedicalLargeFine_tuning.py鈥斺€斿浘鍍忓ぇ绫昏瘑鍒ā鍨嬫惌寤?br> MedicalSegmentFine_tuning.py鈥斺€斿尰瀛﹀皬绫昏瘑鍒ā鍨嬫惌寤?br> MedicalLargeClassificationModel_weights_15.h5鈥斺€旇缁冨ソ鐨勫浘鍍忓ぇ绫诲垎绫绘ā鍨?/p>
MedicalSegmentClassificationModel_weights_15.h5鈥斺€旇缁冨ソ鐨勫尰瀛﹀皬绫诲垎绫绘ā鍨?/p>
picture锛?br> craw_picture.py鈥斺€旂埇铏郴缁熸瀯寤?br> testCase锛氭祴璇曟牱鏈?br> 娉細鐢变簬.h5鍗曟枃浠惰秴杩囦簡GitHub 100M鐨勯檺鍒讹紝椤圭洰鎬诲ぇ灏忚秴杩?涓狦锛屾墍浠ュ埄鐢↙FS杩涜git push
鏁版嵁婧?/strong>
ImageNet寮€婧愭暟鎹泦涓殑VOC2012涓€閮ㄥ垎锛岃繘琛岀被鍒悎骞讹紝绛涢€夊嚭浜虹墿銆佸姩鐗┿€佸鍐呫€佷氦閫氬洓澶х被
浠庡浗澶栧紑婧愬尰鐤楀浘鍍忕綉绔檞ww.openi.org涓婄埇鍙栧浘鐗囷紝杩涜淇壀锛屾渶缁堝緱鍒板尰瀛︾被鍥惧儚
鍏朵腑鍖诲绫诲張缁嗗垎涓轰簡鑳搁儴銆佸ご閮ㄣ€佸洓鑲笁绫?br> 鏁版嵁瑙勬ā锛氳缁冮泦1700寮狅紝楠岃瘉闆?50寮狅紝娴嬭瘯闆?5寮?br>
妯″瀷
妯″瀷鍊熼壌浜嗚縼绉诲涔犵殑鎬濇兂锛屽埄鐢ㄥ熀浜嶪mageNet鏁版嵁闆嗚缁冨ソ鐨刅GG16妯″瀷锛岄噴鏀炬渶鍚庝竴涓嵎绉牳鐨勫弬鏁板苟涓攑op鏈€鍚庝笁灞傦紝鍐峚dd涓変釜Dense灞傘€?br>
鍏跺疄杩欎竴姝ヨ姳璐逛簡寰堥暱鏃堕棿锛屽洜涓烘ā鍨嬬殑杩佺Щ娑夊強鍒颁袱涓儴鍒嗭紝涓€涓槸妯″瀷鐨勬鏋讹紝鍙︿竴涓槸妯″瀷鐨勫弬鏁般€?br>
鍏堣瀹樻柟鏂囨。锛屼紬鎵€鍛ㄧ煡锛宬eras鐨勬ā鍨嬬粨鏋勬湁涓ょ锛歋equential銆丮odel銆傞槄璇籚GG16鐨勬簮鐮佸彲浠ュ彂鐜帮紝VGG16鏄疢odel缁撴瀯锛岃€屽畼缃戞枃妗ｇ粰鐨勪緥瀛愭槸鐢⊿equential缁撴瀯鎼缓妯″瀷鍚庯紝灏唙gg16_weights_tf_dim_ordering_tf_kernels.h5鐨勬潈閲嶅姞杞借繘妯″瀷锛屼絾鏄疄闄呰繍琛屼細鎶ラ敊鈥斺€斾袱绉嶇粨鏋勫苟涓嶅吋瀹?/p>
鍐嶈璇村崥瀹紝鍑犱箮鎵€鏈夌殑blog閮藉拰鎴戠殑鎯虫硶涓€鑷达紝灏濊瘯鑷繁鐢∕odel缁撴瀯鎼缓妯″瀷锛屼絾鏄湪Flatten灞傞兘浼氭姤閿欙紝灏濊瘯鍚勭鍐欐硶閮芥姤閿欒
鏈€鍚庢垜鍐冲畾涓嶅姩Flatten灞傦紝鍒╃敤Model鐨刾op()灏嗘渶鍚庝笁灞侱ense鍒犻櫎锛屽啀澧炲姞鍚堥€傚昂瀵哥殑Dense灞傦紝闂瑙ｅ喅
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鍒╃敤python鐨則kinter鎼缓浜や簰鐣岄潰
灏嗗ぇ绫昏瘑鍒拰鍖诲灏忕被璇嗗埆涓茶仈璧锋潵锛屽舰鎴愬簲鐢ㄣ€?/p>
娴嬭瘯鏍锋湰锛歵estCase
闃呰杩囨湰鏂囩殑浜鸿繕鐪嬩簡浠ヤ笅锛?/strong>
涓嶆柇鏇存柊璧勬簮
娣卞害瀛︿範銆佹満鍣ㄥ涔犮€佹暟鎹垎鏋愩€乸ython
以上是关于VGG16杩佺Щ瀛︿範锛屽疄鐜板尰瀛﹀浘鍍忚瘑鍒垎绫诲伐绋嬮」鐩?/h1>
Posted 鏈哄櫒瀛︿範AI绠楁硶宸ョ▼
tags:
篇首语：本文由小常识网(cha138.com)小编为大家整理，主要介绍了VGG16杩佺Щ瀛︿範锛屽疄鐜板尰瀛﹀浘鍍忚瘑鍒垎绫诲伐绋嬮」鐩?/h1>
鍚慉I杞瀷鐨勭▼搴忓憳閮藉叧娉ㄤ簡杩欎釜鍙?/span>馃憞馃憞馃憞
姝や负2017-2018骞村害宸ョ▼瀹炶返椤圭洰锛屼富瑕佺洰鐨勬槸鑳藉璇嗗埆鍥惧儚绫诲埆锛屽挨鍏舵槸鍖诲绫伙紝鐒跺悗鍦ㄥ尰瀛︾被涓啀杩涜鏇翠负缁嗚嚧鐨勭被鍒瘑鍒紝浠ヨ揪鍒板尰瀛﹀奖鍍忚繖涓€鍨傜洿棰嗗煙鐨勫簲鐢ㄧ洰鐨勩€?br>
鐜
鎿嶄綔绯荤粺锛歐indows10
缂栫▼璇█锛歅ython3
妯″瀷妗嗘灦锛欿eras
GPU锛欸TX 1060
GUI锛歍kinter
瀹屾暣浠ｇ爜 浠ュ強棰勮缁冩ā鍨?鑾峰彇鏂瑰紡锛?/strong>
鏂囦欢缁撴瀯鍙婃剰涔?/strong>
VGG16_model锛氬瓨鏀捐缁冨ソ鐨刅GG16妯″瀷鈥斺€攙gg16_weights_tf_dim_ordering_tf_kernels.h5
main锛氫富鏂囦欢 - MedicalLargeClassification.py鈥斺€斿浘鍍忚瘑鍒獹UI鎼缓鈥斺€旇繍琛屾鏂囦欢鍗冲彲鍚姩绋嬪簭
MedicalLargeFine_tuning.py鈥斺€斿浘鍍忓ぇ绫昏瘑鍒ā鍨嬫惌寤?br> MedicalSegmentFine_tuning.py鈥斺€斿尰瀛﹀皬绫昏瘑鍒ā鍨嬫惌寤?br> MedicalLargeClassificationModel_weights_15.h5鈥斺€旇缁冨ソ鐨勫浘鍍忓ぇ绫诲垎绫绘ā鍨?/p>
MedicalSegmentClassificationModel_weights_15.h5鈥斺€旇缁冨ソ鐨勫尰瀛﹀皬绫诲垎绫绘ā鍨?/p>
picture锛?br> craw_picture.py鈥斺€旂埇铏郴缁熸瀯寤?br> testCase锛氭祴璇曟牱鏈?br> 娉細鐢变簬.h5鍗曟枃浠惰秴杩囦簡GitHub 100M鐨勯檺鍒讹紝椤圭洰鎬诲ぇ灏忚秴杩?涓狦锛屾墍浠ュ埄鐢↙FS杩涜git push
鏁版嵁婧?/strong>
ImageNet寮€婧愭暟鎹泦涓殑VOC2012涓€閮ㄥ垎锛岃繘琛岀被鍒悎骞讹紝绛涢€夊嚭浜虹墿銆佸姩鐗┿€佸鍐呫€佷氦閫氬洓澶х被
浠庡浗澶栧紑婧愬尰鐤楀浘鍍忕綉绔檞ww.openi.org涓婄埇鍙栧浘鐗囷紝杩涜淇壀锛屾渶缁堝緱鍒板尰瀛︾被鍥惧儚
鍏朵腑鍖诲绫诲張缁嗗垎涓轰簡鑳搁儴銆佸ご閮ㄣ€佸洓鑲笁绫?br> 鏁版嵁瑙勬ā锛氳缁冮泦1700寮狅紝楠岃瘉闆?50寮狅紝娴嬭瘯闆?5寮?br>
妯″瀷
妯″瀷鍊熼壌浜嗚縼绉诲涔犵殑鎬濇兂锛屽埄鐢ㄥ熀浜嶪mageNet鏁版嵁闆嗚缁冨ソ鐨刅GG16妯″瀷锛岄噴鏀炬渶鍚庝竴涓嵎绉牳鐨勫弬鏁板苟涓攑op鏈€鍚庝笁灞傦紝鍐峚dd涓変釜Dense灞傘€?br>
鍏跺疄杩欎竴姝ヨ姳璐逛簡寰堥暱鏃堕棿锛屽洜涓烘ā鍨嬬殑杩佺Щ娑夊強鍒颁袱涓儴鍒嗭紝涓€涓槸妯″瀷鐨勬鏋讹紝鍙︿竴涓槸妯″瀷鐨勫弬鏁般€?br>
鍏堣瀹樻柟鏂囨。锛屼紬鎵€鍛ㄧ煡锛宬eras鐨勬ā鍨嬬粨鏋勬湁涓ょ锛歋equential銆丮odel銆傞槄璇籚GG16鐨勬簮鐮佸彲浠ュ彂鐜帮紝VGG16鏄疢odel缁撴瀯锛岃€屽畼缃戞枃妗ｇ粰鐨勪緥瀛愭槸鐢⊿equential缁撴瀯鎼缓妯″瀷鍚庯紝灏唙gg16_weights_tf_dim_ordering_tf_kernels.h5鐨勬潈閲嶅姞杞借繘妯″瀷锛屼絾鏄疄闄呰繍琛屼細鎶ラ敊鈥斺€斾袱绉嶇粨鏋勫苟涓嶅吋瀹?/p>
鍐嶈璇村崥瀹紝鍑犱箮鎵€鏈夌殑blog閮藉拰鎴戠殑鎯虫硶涓€鑷达紝灏濊瘯鑷繁鐢∕odel缁撴瀯鎼缓妯″瀷锛屼絾鏄湪Flatten灞傞兘浼氭姤閿欙紝灏濊瘯鍚勭鍐欐硶閮芥姤閿欒
鏈€鍚庢垜鍐冲畾涓嶅姩Flatten灞傦紝鍒╃敤Model鐨刾op()灏嗘渶鍚庝笁灞侱ense鍒犻櫎锛屽啀澧炲姞鍚堥€傚昂瀵哥殑Dense灞傦紝闂瑙ｅ喅
璁粌 鍒╃敤python鐨則kinter鎼缓浜や簰鐣岄潰 灏嗗ぇ绫昏瘑鍒拰鍖诲灏忕被璇嗗埆涓茶仈璧锋潵锛屽舰鎴愬簲鐢ㄣ€?/p> 娴嬭瘯鏍锋湰锛歵estCase 闃呰杩囨湰鏂囩殑浜鸿繕鐪嬩簡浠ヤ笅锛?/strong> 涓嶆柇鏇存柊璧勬簮 娣卞害瀛︿範銆佹満鍣ㄥ涔犮€佹暟鎹垎鏋愩€乸ython 以上是关于VGG16杩佺Щ瀛︿範锛屽疄鐜板尰瀛﹀浘鍍忚瘑鍒垎绫诲伐绋嬮」鐩?/h1>
鍥惧儚澶х被鍒嗙被妯″瀷璁粌锛氫汉鐗┿€佸姩鐗┿€佸鍐呫€佷氦閫氥€佸尰瀛?/p>