{"id":1413951,"date":"2024-01-17T23:50:51","date_gmt":"2024-01-17T15:50:51","guid":{"rendered":"https:\/\/makerpro.cc\/makerlearn\/?post_type=courses&p=1413951"},"modified":"2024-01-22T23:11:57","modified_gmt":"2024-01-22T15:11:57","slug":"no-code-ai-tool-using-roboflow-and-ultralyticshub-to-train-and-manage-yolo-model","status":"publish","type":"courses","link":"https:\/\/makerpro.cc\/makerlearn\/courses\/no-code-ai-tool-using-roboflow-and-ultralyticshub-to-train-and-manage-yolo-model\/","title":{"rendered":"\u3010No-code AI Tool\u3011\u7528 Roboflow + Ultralytics HUB \u8a13\u7df4\u8207\u7ba1\u7406 YOLO \u6a21\u578b"},"content":{"rendered":"

AI\u7684\u5de5\u5177\u6108\u4f86\u6108\u89aa\u6c11\u4e86\uff0c\u4e0d\u50c5\u662fLow-code\uff08\u4f4e\u7a0b\u5f0f\u78bc\uff09\uff0c\u66f4\u80fd\u505a\u5230No-code\uff08\u7121\u7a0b\u5f0f\u78bc\uff09\u7684\u7a0b\u5ea6\uff0c\u8b93\u66f4\u591a\u4eba\u53ef\u4ee5\u8de8\u904e\u6280\u8853\u9580\u6abb\uff0c\u8f15\u9b06\u5be6\u73feAI\u61c9\u7528\u7684\u5275\u610f\u4e86\uff01<\/p>\n

\u4ee5YOLO (You Only Look Once) \u9019\u500b\u7269\u4ef6\u5075\u6e2c\u6a21\u578b\u70ba\u4f8b\uff0c\u5f88\u591a\u4eba\u90fd\u77e5\u9053\u5b83\u7684\u63a8\u8ad6\u901f\u5ea6\u76f8\u7576\u5feb\uff0c\u8fa8\u8b58\u5ea6\u4e5f\u5f88\u4e0d\u932f\uff0c\u4f46\u60f3\u81ea\u5df1\u8a13\u7df4\u4e00\u500b\u5ba2\u88fd\u5316\u7684YOLO\u6a21\u578b\uff0c\u537b\u8b93\u4e0d\u5c11\u4eba\u5361\u95dc\u537b\u6b65\u3002\u672c\u6b21\u7684\u8b1b\u5ea7\u8ab2\u5c31\u8981\u4f86\u6559\u5927\u5bb6\u7528Roboflow \u8207 Ultralytics HUB \u9019\u5169\u500b\u5de5\u5177\uff0c\u5728\u4e0d\u9700\u8981\u5b89\u88dd\u4efb\u4f55\u8edf\u9ad4\u3001\u5beb\u4efb\u4f55\u7a0b\u5f0f\u7684\u689d\u4ef6\u4e0b\uff0c\u5b8c\u6210\u4e00\u500b\u5ba2\u88fd\u5316\u7269\u4ef6\u5075\u6e2c YOLO \u6a21\u578b\uff01<\/p>\n

\u8ab2\u7a0b\u4e2d\u5c07\u6703\u4f7f\u7528 Roboflow \u6a19\u8a3b\u8cc7\u6599\u8207\u7522\u751f\u8cc7\u6599\u96c6\uff0c\u63a5\u8457\u5c07\u8cc7\u6599\u53ca\u532f\u51fa\u5230 Ultralytics HUB \u9032\u884c YOLO \u6a21\u578b\u8a13\u7df4\u8207\u7ba1\u7406\u3002<\/p>\n

 <\/p>\n

\u3010\u8ab2\u7a0b\u55ae\u5143\u3011<\/h3>\n

\"\"<\/p>\n

\"\"<\/p>\n

\u4ecb\u7d39\u672c\u6b21\u8ab2\u7a0b\u7684\u5167\u5bb9\uff0c\u4ee5\u53ca\u9700\u8981\u4e8b\u5148\u6e96\u5099\u7684\u8edf\u786c\u9ad4 :<\/p>\n

\u8edf\u9ad4\u90e8\u4efd\uff1aUltralytics HUB\u3001Roboflow\u3001Google\u5e33\u865f(Colab\u4f7f\u7528)\u3002<\/p>\n

\u786c\u9ad4\u90e8\u5206\uff1aNVIDIA Jetson Orin \/ Xavier Series\u3002<\/p>\n

 <\/p>\n

\"\"<\/p>\n

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\u96fb\u8166\u8996\u89ba\u7684\u4efb\u52d9<\/p><\/div>\n

\"\"

YOLOv8\u5de5\u5177\u5316\u8b93\u66f4\u591a\u96fb\u8166\u8996\u89ba\u4efb\u52d9\u66f4\u5bb9\u6613\u57f7\u884c\u3002<\/p><\/div>\n

\u5e36\u9818\u5927\u5bb6\u8a8d\u8b58YOLO\u6a21\u578b ? \u4e86\u89e3YOLOv8\u7684\u7279\u8272\uff0c\u4ee5\u53ca\u5728\u786c\u9ad4\u4e0a\u64cd\u4f5cYOLOv8\u7684\u65b9\u6cd5\uff0c\u5305\u542b :<\/p>\n

1.\u4ec0\u9ebc\u662fYOLO\uff1f
\n2.\u6700\u65b0\u7684YOLOv8\u7684\u7279\u8272\u3002
\n3.\u5982\u4f55\u5728Jetson Orin Nano\u904b\u884cYOLOv8\uff1f<\/p>\n

\"\"<\/p>\n

Roboflow \u662f\u7dda\u4e0a\u8cc7\u6599\u96c6\u7ba1\u7406\u5de5\u5177\uff0c\u5177\u5099\u6a19\u8a3b\u5f71\u50cf\u8cc7\u6599\u3001\u8a2d\u5b9a\u8cc7\u6599\u589e\u5f37\u3001\u7522\u751f\u8cc7\u6599\u96c6\u7b49\u529f\u80fd\uff0c\u96d6\u7136 Roboflow \u4e5f\u6709\u63d0\u4f9b\u7dda\u4e0a AutoML \u5c08\u6709\u6a21\u578b\uff0c\u4f46\u56e0\u70ba\u9650\u5236\u662f\u5fc5\u9808\u4f7f\u7528\u7db2\u8def\u547c\u53eb\uff0c\u4e0d\u4fbf\u5229\u4f48\u7f72\u5728\u908a\u7de3\u88dd\u7f6e\u800c\u8f03\u5c11\u4eba\u4f7f\u7528\u3002\u8b1b\u5e2b\u5c07\u793a\u7bc4\u5982\u4f55\u4f7f\u7528 Roboflow \u6a19\u8a3b\u8cc7\u6599\u7684\u5b8c\u6574\u6d41\u7a0b\u8207\u64cd\u4f5c\u8981\u9818\uff0c\u5305\u62ec\uff1a<\/p>\n

1.\u4e0a\u50b3\u8cc7\u6599\u96c6\u7684\u7167\u7247\u6216\u5f71\u7247
\n2.\u5f71\u50cf\u6a19\u8a3b\u5de5\u5177\u5feb\u6377\u64cd\u4f5c
\n3.\u7522\u751f\u8a13\u7df4(Training)\u3001\u9a57\u8b49(Validation)\u3001\u6e2c\u8a66(Testing)\u8cc7\u6599\u96c6
\n4.\u8a2d\u5b9a\u8cc7\u6599\u589e\u5f37(Augmentation)\uff1a\u8cc7\u6599\u96a8\u6a5f\u7ffb\u8f49\u3001\u88c1\u5207\u3001\u65cb\u8f49\u3001\u589e\u52a0\u8e81\u9ede\u3001\u6a21\u7cca\u5316\u3001\u4eae\u5ea6\u8abf\u6574\u7b49\u7b49
\n5.\u532f\u51fa\u4e0d\u540c\u683c\u5f0f\u6a19\u8a18\u8cc7\u6599<\/p>\n

\"\"<\/p>\n

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Ultralytic HUB \u7ba1\u7406&\u532f\u51fa\u6a21\u578b<\/p><\/div>\n

Ultralytics HUB \u662f YOLO \u6a21\u578b\u7684\u7ba1\u7406\u5de5\u5177\uff0c\u53ef\u4ee5\u532f\u5165\u8cc7\u6599\u96c6\u3001\u8a13\u7df4\u6a21\u578b\u3001\u6e2c\u8a66\u6a21\u578b\u8207\u532f\u51fa\u6a21\u578b\u7b49\u3002 \u8b1b\u5e2b\u5c07\u63a5\u7e8c\u4e0a\u4e00\u55ae\u5143\uff0c\u5c07\u8cc7\u6599\u532f\u5230 Ultralytics HUB \u4e26\u9032\u884c YOLO \u6a21\u578b\u8a13\u7df4\u8207\u7ba1\u7406\uff0c\u64cd\u4f5c\u6d41\u7a0b\u5305\u62ec\uff1a<\/p>\n

1.\u900f\u904e Ultralyrics HUB \u9023\u7dda\u5230 Colab \u8a13\u7df4 YOLO \u6a21\u578b
\n2.\u5728Ultralyrics HUB \u5373\u6642\u76e3\u63a7 Colab \u8a13\u7df4\u6a21\u578b\u72c0\u614b
\n3.\u7dda\u4e0a\u9810\u89bd\u9a57\u8b49\u6a21\u578b\u8a13\u7df4\u6210\u679c
\n4.\u908a\u7de3\u88dd\u7f6e\u7684\u63a8\u8ad6\u4f48\u7f72<\/p>\n

\"\"<\/p>\n

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NVIDIA Jetson \u5404\u6a21\u7d44\u6bd4\u8f03<\/p><\/div>\n

\"\"<\/p>\n

\u6700\u5f8c\u8b1b\u5e2b\u5c07\u793a\u7bc4\u5982\u4f55\u5c07\u8a13\u7df4\u597d\u7684 YOLOv8 \u6a21\u578b\u4e0b\u8f09\u5230\u908a\u7de3\u88dd\u7f6e\uff08 NVIDIA Jetson Orin NX \u6838\u5fc3\u7684 reComputer J4011\uff09\u4e0a\u9032\u884c\u63a8\u8ad6\uff0c\u4ee5\u53ca\u904b\u7528TensorRT\u9032\u884c\u512a\u5316\uff0c\u4e26\u4e00\u8d77\u4f86\u770b\u770b\u5be6\u6e2c\u6210\u679c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

AI\u5de5\u5177\u6108\u4f86\u6108\u89aa\u6c11\u4e86\uff0c\u4e0d\u50c5\u662fLow-code\uff08\u4f4e\u7a0b\u5f0f\u78bc\uff09\uff0c\u66f4\u80fd\u505a\u5230No-code\uff08\u7121\u7a0b\u5f0f\u78bc\uff09\u7684\u7a0b\u5ea6\uff0c\u8b93\u5927\u5bb6\u80fd\u8de8\u904e\u6280\u8853\u9580\u6abb\uff0c\u8f15\u9b06\u5be6\u73feAI\u5275\u610f\uff01\u5982YOLO\u6a21\u578b\u5165\u624b\u5df2\u7d93\u5f88\u5bb9\u6613\u4e86\uff0c\u672c\u6b21\u8b1b\u5ea7\u8ab2\u5c31\u8981\u4f86\u6559\u5927\u5bb6\u7528Roboflow \u8207 Ultralytics HUB \u9019\u5169\u500b\u5de5\u5177\uff0c\u5728\u4e0d\u9700\u5b89\u88dd\u8edf\u9ad4\u3001\u5beb\u7a0b\u5f0f\u7684\u689d\u4ef6\u4e0b\uff0c\u5b8c\u6210\u4e00\u500b\u5ba2\u88fd\u5316\u7269\u4ef6\u5075\u6e2c YOLO \u6a21\u578b\uff01<\/p>\n","protected":false},"author":9881,"featured_media":1415040,"template":"","course-category":[88,166],"course-tag":[816,883,814,869],"class_list":["post-1413951","courses","type-courses","status-publish","has-post-thumbnail","hentry","course-category-ai","course-category-course","course-tag-roboflow","course-tag-ultralytics-hub","course-tag-yolo","course-tag-yolov8","description-off"],"acf":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/courses\/1413951","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/courses"}],"about":[{"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/types\/courses"}],"author":[{"embeddable":true,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/users\/9881"}],"version-history":[{"count":10,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/courses\/1413951\/revisions"}],"predecessor-version":[{"id":1414294,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/courses\/1413951\/revisions\/1414294"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/media\/1415040"}],"wp:attachment":[{"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/media?parent=1413951"}],"wp:term":[{"taxonomy":"course-category","embeddable":true,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/course-category?post=1413951"},{"taxonomy":"course-tag","embeddable":true,"href":"https:\/\/makerpro.cc\/makerlearn\/wp-json\/wp\/v2\/course-tag?post=1413951"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}