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-以检测模型为例,使用 ONNX 预测可执行如下命令: +使用 ONNXRuntime 预测,终端输出: ``` -python3.7 ../../tools/infer/predict_det.py --use_gpu=False --use_onnx=True \ ---det_model_dir=./inference/det_mobile_onnx/model.onnx \ ---image_dir=../../doc/imgs/1.jpg +[2022/02/22 17:48:27] root DEBUG: dt_boxes num : 38, elapse : 0.043187856674194336 +[2022/02/22 17:48:27] root DEBUG: rec_res num : 38, elapse : 0.592170000076294 +[2022/02/22 17:48:27] root DEBUG: 0 Predict time of ./deploy/lite/imgs/lite_demo.png: 0.642s +[2022/02/22 17:48:27] root DEBUG: The, 0.984 +[2022/02/22 17:48:27] root DEBUG: visualized, 0.882 +[2022/02/22 17:48:27] root DEBUG: etect18片, 0.720 +[2022/02/22 17:48:27] root DEBUG: image saved in./vis.jpg, 0.947 +[2022/02/22 17:48:27] root DEBUG: 纯臻营养护发素0.993604, 0.996 +[2022/02/22 17:48:27] root DEBUG: 产品信息/参数, 0.922 +[2022/02/22 17:48:27] root DEBUG: 0.992728, 0.914 +[2022/02/22 17:48:27] root DEBUG: (45元/每公斤,100公斤起订), 0.926 +[2022/02/22 17:48:27] root DEBUG: 0.97417, 0.977 +[2022/02/22 17:48:27] root DEBUG: 每瓶22元,1000瓶起订)0.993976, 0.962 +[2022/02/22 17:48:27] root DEBUG: 【品牌】:代加工方式/0EMODM, 0.945 +[2022/02/22 17:48:27] root DEBUG: 0.985133, 0.980 +[2022/02/22 17:48:27] root DEBUG: 【品名】:纯臻营养护发素, 0.921 +[2022/02/22 17:48:27] root DEBUG: 0.995007, 0.883 +[2022/02/22 17:48:27] root DEBUG: 【产品编号】:YM-X-30110.96899, 0.955 +[2022/02/22 17:48:27] root DEBUG: 【净含量】:220ml, 0.943 +[2022/02/22 17:48:27] root DEBUG: Q.996577, 0.932 +[2022/02/22 17:48:27] root DEBUG: 【适用人群】:适合所有肤质, 0.913 +[2022/02/22 17:48:27] root DEBUG: 0.995842, 0.969 +[2022/02/22 17:48:27] root DEBUG: 【主要成分】:鲸蜡硬脂醇、燕麦B-葡聚, 0.883 +[2022/02/22 17:48:27] root DEBUG: 0.961928, 0.964 +[2022/02/22 17:48:27] root DEBUG: 10, 0.812 +[2022/02/22 17:48:27] root DEBUG: 糖、椰油酰胺丙基甜菜碱、泛醒, 0.866 +[2022/02/22 17:48:27] root DEBUG: 0.925898, 0.943 +[2022/02/22 17:48:27] root DEBUG: (成品包材), 0.974 +[2022/02/22 17:48:27] root DEBUG: 0.972573, 0.961 +[2022/02/22 17:48:27] root DEBUG: 【主要功能】:可紧致头发磷层,从而达到, 0.936 +[2022/02/22 17:48:27] root DEBUG: 0.994448, 0.952 +[2022/02/22 17:48:27] root DEBUG: 13, 0.998 +[2022/02/22 17:48:27] root DEBUG: 即时持久改善头发光泽的效果,给干燥的头, 0.994 +[2022/02/22 17:48:27] root DEBUG: 0.990198, 0.975 +[2022/02/22 17:48:27] root DEBUG: 14, 0.977 +[2022/02/22 17:48:27] root DEBUG: 发足够的滋养, 0.991 +[2022/02/22 17:48:27] root DEBUG: 0.997668, 0.918 +[2022/02/22 17:48:27] root DEBUG: 花费了0.457335秒, 0.901 +[2022/02/22 17:48:27] root DEBUG: The visualized image saved in ./inference_results/lite_demo.png +[2022/02/22 17:48:27] root INFO: The predict total time is 0.7003889083862305 ``` -执行命令后在终端会打印出预测的检测框坐标,并在 `./inference_results/` 下保存可视化结果。 +使用 Paddle Inference 预测,终端输出: ``` -root INFO: 1.jpg [[[291, 295], [334, 292], [348, 844], [305, 847]], [[344, 296], [379, 294], [387, 669], [353, 671]]] -The predict time of ../../doc/imgs/1.jpg: 0.06162881851196289 -The visualized image saved in ./inference_results/det_res_1.jpg +[2022/02/22 17:47:25] root DEBUG: dt_boxes num : 38, elapse : 0.11791276931762695 +[2022/02/22 17:47:27] root DEBUG: rec_res num : 38, elapse : 2.6206860542297363 +[2022/02/22 17:47:27] root DEBUG: 0 Predict time of ./deploy/lite/imgs/lite_demo.png: 2.746s +[2022/02/22 17:47:27] root DEBUG: The, 0.984 +[2022/02/22 17:47:27] root DEBUG: visualized, 0.882 +[2022/02/22 17:47:27] root DEBUG: etect18片, 0.720 +[2022/02/22 17:47:27] root DEBUG: image saved in./vis.jpg, 0.947 +[2022/02/22 17:47:27] root DEBUG: 纯臻营养护发素0.993604, 0.996 +[2022/02/22 17:47:27] root DEBUG: 产品信息/参数, 0.922 +[2022/02/22 17:47:27] root DEBUG: 0.992728, 0.914 +[2022/02/22 17:47:27] root DEBUG: (45元/每公斤,100公斤起订), 0.926 +[2022/02/22 17:47:27] root DEBUG: 0.97417, 0.977 +[2022/02/22 17:47:27] root DEBUG: 每瓶22元,1000瓶起订)0.993976, 0.962 +[2022/02/22 17:47:27] root DEBUG: 【品牌】:代加工方式/0EMODM, 0.945 +[2022/02/22 17:47:27] root DEBUG: 0.985133, 0.980 +[2022/02/22 17:47:27] root DEBUG: 【品名】:纯臻营养护发素, 0.921 +[2022/02/22 17:47:27] root DEBUG: 0.995007, 0.883 +[2022/02/22 17:47:27] root DEBUG: 【产品编号】:YM-X-30110.96899, 0.955 +[2022/02/22 17:47:27] root DEBUG: 【净含量】:220ml, 0.943 +[2022/02/22 17:47:27] root DEBUG: Q.996577, 0.932 +[2022/02/22 17:47:27] root DEBUG: 【适用人群】:适合所有肤质, 0.913 +[2022/02/22 17:47:27] root DEBUG: 0.995842, 0.969 +[2022/02/22 17:47:27] root DEBUG: 【主要成分】:鲸蜡硬脂醇、燕麦B-葡聚, 0.883 +[2022/02/22 17:47:27] root DEBUG: 0.961928, 0.964 +[2022/02/22 17:47:27] root DEBUG: 10, 0.812 +[2022/02/22 17:47:27] root DEBUG: 糖、椰油酰胺丙基甜菜碱、泛醒, 0.866 +[2022/02/22 17:47:27] root DEBUG: 0.925898, 0.943 +[2022/02/22 17:47:27] root DEBUG: (成品包材), 0.974 +[2022/02/22 17:47:27] root DEBUG: 0.972573, 0.961 +[2022/02/22 17:47:27] root DEBUG: 【主要功能】:可紧致头发磷层,从而达到, 0.936 +[2022/02/22 17:47:27] root DEBUG: 0.994448, 0.952 +[2022/02/22 17:47:27] root DEBUG: 13, 0.998 +[2022/02/22 17:47:27] root DEBUG: 即时持久改善头发光泽的效果,给干燥的头, 0.994 +[2022/02/22 17:47:27] root DEBUG: 0.990198, 0.975 +[2022/02/22 17:47:27] root DEBUG: 14, 0.977 +[2022/02/22 17:47:27] root DEBUG: 发足够的滋养, 0.991 +[2022/02/22 17:47:27] root DEBUG: 0.997668, 0.918 +[2022/02/22 17:47:27] root DEBUG: 花费了0.457335秒, 0.901 +[2022/02/22 17:47:27] root DEBUG: The visualized image saved in ./inference_results/lite_demo.png +[2022/02/22 17:47:27] root INFO: The predict total time is 2.8338775634765625 ``` -- GitLab