From 293884a5e3c16e1cc81ec86c00e42a77b0b6a284 Mon Sep 17 00:00:00 2001 From: LDOUBLEV Date: Tue, 15 Dec 2020 20:56:10 +0800 Subject: [PATCH] opt db inference doc --- doc/doc_ch/inference.md | 24 ++++++++++++++++-------- doc/doc_en/inference_en.md | 23 ++++++++++++++++------- doc/imgs_results/det_res_22.jpg | Bin 0 -> 78100 bytes 3 files changed, 32 insertions(+), 15 deletions(-) create mode 100644 doc/imgs_results/det_res_22.jpg diff --git a/doc/doc_ch/inference.md b/doc/doc_ch/inference.md index f9437d07..cd2de78f 100644 --- a/doc/doc_ch/inference.md +++ b/doc/doc_ch/inference.md @@ -128,24 +128,32 @@ python3 tools/export_model.py -c configs/cls/cls_mv3.yml -o Global.pretrained_mo 超轻量中文检测模型推理,可以执行如下命令: ``` -python3 tools/infer/predict_det.py --image_dir="./doc/imgs/2.jpg" --det_model_dir="./inference/det_db/" +# 下载超轻量中文检测模型: +wget https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_det_infer.tar +tar xf ch_ppocr_mobile_v2.0_det_infer.tar +python3 tools/infer/predict_det.py --image_dir="./doc/imgs/22.jpg" --det_model_dir="./ch_ppocr_mobile_v2.0_det_infer/" ``` 可视化文本检测结果默认保存到`./inference_results`文件夹里面,结果文件的名称前缀为'det_res'。结果示例如下: -![](../imgs_results/det_res_2.jpg) +![](../imgs_results/det_res_22.jpg) -通过参数`limit_type`和`det_limit_side_len`来对图片的尺寸进行限制限,`limit_type=max`为限制长边长度<`det_limit_side_len`,`limit_type=min`为限制短边长度>`det_limit_side_len`, -图片不满足限制条件时(`limit_type=max`时长边长度>`det_limit_side_len`或`limit_type=min`时短边长度<`det_limit_side_len`),将对图片进行等比例缩放。 -该参数默认设置为`limit_type='max',det_max_side_len=960`。 如果输入图片的分辨率比较大,而且想使用更大的分辨率预测,可以执行如下命令: +通过参数`limit_type`和`det_limit_side_len`来对图片的尺寸进行限制, +`litmit_type`可选参数为[`max`, `min`], +`det_limit_size_len` 为正整数,一般设置为32 的倍数,比如960。 +参数默认设置为`limit_type='max', det_limit_side_len=960`。表示网络输入图像的最长边不能超过960, +如果超过这个值,会对图像做等宽比的resize操作,确保最长边为`det_limit_side_len`。 +设置为`limit_type='min', det_limit_side_len=960` 则表示限制图像的最短边为960。 + +如果输入图片的分辨率比较大,而且想使用更大的分辨率预测,可以设置det_limit_side_len 为想要的值,比如1216: ``` -python3 tools/infer/predict_det.py --image_dir="./doc/imgs/2.jpg" --det_model_dir="./inference/det_db/" --det_limit_type=max --det_limit_side_len=1200 +python3 tools/infer/predict_det.py --image_dir="./doc/imgs/2.jpg" --det_model_dir="./inference/det_db/" --det_limit_type=max --det_limit_side_len=1216 ``` 如果想使用CPU进行预测,执行命令如下 ``` -python3 tools/infer/predict_det.py --image_dir="./doc/imgs/2.jpg" --det_model_dir="./inference/det_db/" --use_gpu=False +python3 tools/infer/predict_det.py --image_dir="./doc/imgs/2.jpg" --det_model_dir="./inference/det_db/" --use_gpu=False ``` @@ -165,7 +173,7 @@ python3 tools/infer/predict_det.py --image_dir="./doc/imgs_en/img_10.jpg" --det_ 可视化文本检测结果默认保存到`./inference_results`文件夹里面,结果文件的名称前缀为'det_res'。结果示例如下: -![](../imgs_results/det_res_img_10_db.jpg) +![](../imgs_results/det_res_22.jpg) **注意**:由于ICDAR2015数据集只有1000张训练图像,且主要针对英文场景,所以上述模型对中文文本图像检测效果会比较差。 diff --git a/doc/doc_en/inference_en.md b/doc/doc_en/inference_en.md index 826aad69..012c6c7e 100644 --- a/doc/doc_en/inference_en.md +++ b/doc/doc_en/inference_en.md @@ -134,24 +134,33 @@ Because EAST and DB algorithms are very different, when inference, it is necessa For lightweight Chinese detection model inference, you can execute the following commands: ``` -python3 tools/infer/predict_det.py --image_dir="./doc/imgs/2.jpg" --det_model_dir="./inference/det_db/" +# download DB text detection inference model +wget https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_det_infer.tar +tar xf ch_ppocr_mobile_v2.0_det_infer.tar +# predict +python3 tools/infer/predict_det.py --image_dir="./doc/imgs/22.jpg" --det_model_dir="./inference/det_db/" ``` The visual text detection results are saved to the ./inference_results folder by default, and the name of the result file is prefixed with'det_res'. Examples of results are as follows: -![](../imgs_results/det_res_2.jpg) +![](../imgs_results/det_res_22.jpg) -The size of the image is limited by the parameters `limit_type` and `det_limit_side_len`, `limit_type=max` is to limit the length of the long side <`det_limit_side_len`, and `limit_type=min` is to limit the length of the short side>`det_limit_side_len`, -When the picture does not meet the restriction conditions (for `limit_type=max`and long side >`det_limit_side_len` or for `min` and short side <`det_limit_side_len`), the image will be scaled proportionally. -This parameter is set to `limit_type='max', det_max_side_len=960` by default. If the resolution of the input picture is relatively large, and you want to use a larger resolution prediction, you can execute the following command: +You can use the parameters `limit_type` and `det_limit_side_len` to limit the size of the input image, +The optional parameters of `litmit_type` are [`max`, `min`], and +`det_limit_size_len` is a positive integer, generally set to a multiple of 32, such as 960. +The default setting of the parameters is `limit_type='max', det_limit_side_len=960`. Indicates that the longest side of the network input image cannot exceed 960, +If this value is exceeded, the image will be resized with the same width ratio to ensure that the longest side is `det_limit_side_len`. +Set as `limit_type='min', det_limit_side_len=960`, it means that the shortest side of the image is limited to 960. + +If the resolution of the input picture is relatively large and you want to use a larger resolution prediction, you can set det_limit_side_len to the desired value, such as 1216: ``` -python3 tools/infer/predict_det.py --image_dir="./doc/imgs/2.jpg" --det_model_dir="./inference/det_db/" --det_limit_type=max --det_limit_side_len=1200 +python3 tools/infer/predict_det.py --image_dir="./doc/imgs/2s.jpg" --det_model_dir="./inference/det_db/" --det_limit_type=max --det_limit_side_len=1216 ``` If you want to use the CPU for prediction, execute the command as follows ``` -python3 tools/infer/predict_det.py --image_dir="./doc/imgs/2.jpg" --det_model_dir="./inference/det_db/" --use_gpu=False +python3 tools/infer/predict_det.py --image_dir="./doc/imgs/2s.jpg" --det_model_dir="./inference/det_db/" --use_gpu=False ``` diff --git a/doc/imgs_results/det_res_22.jpg b/doc/imgs_results/det_res_22.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1255f49d9d371d4b91d98c6750a10a01f56b629 GIT binary patch literal 78100 zcmbTddpuO{_cuHxsU(#{A?8yOIaW>;W-1}X6cyz#Ns`bc$!W|kLXPuMqL8V?B&QrA zVa8dJCg)>j#xds^hndaH?0I(I-~HUrAJ6l=?%#cn*WQ@fbM0$gYpwTsueGi%>=!Z+ zJFUzu%@G?mAP^hiAB1oSVT#ze;qUA3dE?*LCXv5q(M_8~HfP8%hqjwU+`bs#kXz$`_JD&{_Cq7MMXqJw~1{Q`_Co+TPI;HV%L@pqz$to8x9~g z?%E)-YlE;6frRHN`k(2+ll`yPhK(YdL^q4U(-4O*_`DOIzK94sX;FB_@YP}P=ZHOkzTTpKn9!iUJNO``jcZr*+RqL`bX)PZA< zw@9B!dRtt#Raw`LC3E9`$2Qr6dQ27eU(x;}*?&*4@c$#p{-ofyI74Sf5FXdYVRKX_l~ShE7FLIX8-TQ{yBNfhOCNd4u7Xl;R?7y#GAg-APdMW zRC0aAik-rvbLmioYdaIUCNqbg?a-h#zCMl|J>LmWA!FrCtlFE6|II^E4E{>L@sW42 zYKV6=rJU=6aEbxctF)&Z@5SO>_@$}Wev*Gx|7Rs|kbvjOTAX#fkwh^I`mQOBJmRZq z>bo)_M1<=Sx;JbiDFum>)?;0Th$Y1^lz7B(^3nPhsi=C}3n{tTSr*G&*)VlV;;?w5 zV|*NH)Y$+j7kx+naI0_YZZGQ;=VC7-{eVz%R;dm0;IR`M+UA=Ki@rC7yLVg)_QOOsvylw5}caeklPZF~LFG=tqaqcR>dbTvg zvF*fLlYg< z>soF{lRua~{c|avo9uBYs|)*ppMSJvA1($J5=*HTBBGB$U2j3Q5b=0hWV0n8{gLygLWJqmBY@=?4j6URY+6^I<=ohFr zr&g`X3EKGINL@~Ua`&Fl)~cT_v3nsztVE3O*ChV*>b&`G6!X%dPZ`?M!NaICjj;?F z)k6I?I&?Y<+Sks*0KcXfXuhH=uq0~1H>I3}_2-w$ggj5K-wTtzR`w-Nl1mdJ{zaJw zCm(v~Z`Ea{)}Wz9s3FuMSs3(y6jP^RpaAVl8sM6f^|4g*%1&1bbIGXrVQ_MZ)j?+; 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