From 334f0f13e6d78a61ddbdcc211a96b000fa7ccf5e Mon Sep 17 00:00:00 2001 From: SWHL Date: Wed, 6 Jul 2022 09:52:23 +0800 Subject: [PATCH] Add pytest --- python/README.md | 7 ++- python/rapidocr_onnxruntime/__init__.py | 2 +- .../ch_ppocr_v2_cls/text_cls.py | 47 +++++++++--------- .../ch_ppocr_v2_det/config.yaml | 4 +- .../ch_ppocr_v2_det/text_detect.py | 1 - .../ch_ppocr_v2_cls/text_cls.py | 46 ++++++++--------- python/requirements.txt | 3 +- python/tests/base.py | 26 ++++++++++ python/tests/test_cls.py | 23 +++++++++ python/tests/test_det.py | 25 ++++++++++ python/tests/test_files/ch_en_num.jpg | Bin 0 -> 70680 bytes python/tests/test_files/text_cls.jpg | Bin 0 -> 18945 bytes 12 files changed, 130 insertions(+), 54 deletions(-) create mode 100644 python/tests/base.py create mode 100644 python/tests/test_cls.py create mode 100644 python/tests/test_det.py create mode 100644 python/tests/test_files/ch_en_num.jpg create mode 100644 python/tests/test_files/text_cls.jpg diff --git a/python/README.md b/python/README.md index 6e224a4..13026e8 100755 --- a/python/README.md +++ b/python/README.md @@ -89,6 +89,11 @@ - Note: 在Windows端,Shapely库可能自动安装会有问题,解决方案参见[Q15](../docs/FAQ.md#q15-装完环境之后运行python-mainpy之后报错oserror-winerror-126-找不到指定的模組) 4. 运行示例 + - 运行单元测试 + ```bash + cd tests + pytest test_*.py + ``` - 接口调用 ```python import cv2 @@ -129,7 +134,7 @@ |Global| `text_score` | [0, 1] | 0.5 | 文本识别结果置信度,值越大,把握越大 | |Global| `use_angle_cls` | `bool` | `true` | 是否使用文本行的方向分类 | |Global| `print_verbose` | `bool` | `true` | 是否打印各个部分耗时信息 | -|Global| `min_heigh` | `int` | 50 | 图像高度,单位是像素 | +|Global| `min_heigh` | `int` | 30 | 图像最小高度(单位是像素),低于这个值,会跳过文本检测阶段,直接进行后续识别 | |||||| |Det| `box_thresh` | [0, 1] | 0.5 | 文本检测所得框是否保留的阈值,值越大,召回率越低 | |Det| `unclip_ratio` | [1.6, 2.0] | 1.6 | 控制文本检测框的大小,值越大,检测框整体越大 | diff --git a/python/rapidocr_onnxruntime/__init__.py b/python/rapidocr_onnxruntime/__init__.py index 90121b5..e0e6353 100644 --- a/python/rapidocr_onnxruntime/__init__.py +++ b/python/rapidocr_onnxruntime/__init__.py @@ -1,4 +1,4 @@ # -*- encoding: utf-8 -*- # @Author: SWHL # @Contact: liekkaskono@163.com -from .rapid_ocr_api import TextSystem \ No newline at end of file +from .rapid_ocr_api import TextSystem diff --git a/python/rapidocr_onnxruntime/ch_ppocr_v2_cls/text_cls.py b/python/rapidocr_onnxruntime/ch_ppocr_v2_cls/text_cls.py index 38d8549..bdd6e17 100644 --- a/python/rapidocr_onnxruntime/ch_ppocr_v2_cls/text_cls.py +++ b/python/rapidocr_onnxruntime/ch_ppocr_v2_cls/text_cls.py @@ -19,7 +19,6 @@ from typing import List import cv2 import numpy as np -import onnxruntime as ort try: from .utils import ClsPostProcess, read_yaml, OrtInferSession @@ -38,29 +37,6 @@ class TextClassifier(object): self.session = session_instance.session self.input_name = session_instance.get_input_name() - def resize_norm_img(self, img): - img_c, img_h, img_w = self.cls_image_shape - h, w = img.shape[:2] - ratio = w / float(h) - if math.ceil(img_h * ratio) > img_w: - resized_w = img_w - else: - resized_w = int(math.ceil(img_h * ratio)) - - resized_image = cv2.resize(img, (resized_w, img_h)) - resized_image = resized_image.astype('float32') - if img_c == 1: - resized_image = resized_image / 255 - resized_image = resized_image[np.newaxis, :] - else: - resized_image = resized_image.transpose((2, 0, 1)) / 255 - - resized_image -= 0.5 - resized_image /= 0.5 - padding_im = np.zeros((img_c, img_h, img_w), dtype=np.float32) - padding_im[:, :, :resized_w] = resized_image - return padding_im - def __call__(self, img_list: List[np.ndarray]): if isinstance(img_list, np.ndarray): img_list = [img_list] @@ -106,6 +82,29 @@ class TextClassifier(object): img_list[indices[beg_img_no + rno]], 1) return img_list, cls_res, elapse + def resize_norm_img(self, img): + img_c, img_h, img_w = self.cls_image_shape + h, w = img.shape[:2] + ratio = w / float(h) + if math.ceil(img_h * ratio) > img_w: + resized_w = img_w + else: + resized_w = int(math.ceil(img_h * ratio)) + + resized_image = cv2.resize(img, (resized_w, img_h)) + resized_image = resized_image.astype('float32') + if img_c == 1: + resized_image = resized_image / 255 + resized_image = resized_image[np.newaxis, :] + else: + resized_image = resized_image.transpose((2, 0, 1)) / 255 + + resized_image -= 0.5 + resized_image /= 0.5 + padding_im = np.zeros((img_c, img_h, img_w), dtype=np.float32) + padding_im[:, :, :resized_w] = resized_image + return padding_im + if __name__ == "__main__": parser = argparse.ArgumentParser() diff --git a/python/rapidocr_onnxruntime/ch_ppocr_v2_det/config.yaml b/python/rapidocr_onnxruntime/ch_ppocr_v2_det/config.yaml index 428ccfc..21bc186 100644 --- a/python/rapidocr_onnxruntime/ch_ppocr_v2_det/config.yaml +++ b/python/rapidocr_onnxruntime/ch_ppocr_v2_det/config.yaml @@ -1,11 +1,9 @@ -model_path: G:\ProgramFiles\_self\RapidOCR\python\resources\models\ch_PP-OCRv2_det_infer.onnx +model_path: resources/models/ch_PP-OCRv2_det_infer.onnx use_cuda: false -# Details of the params: https://onnxruntime.ai/docs/execution-providers/CUDA-ExecutionProvider.html CUDAExecutionProvider: device_id: 0 arena_extend_strategy: kNextPowerOfTwo - gpu_mem_limit: 2 * 1024 * 1024 * 1024 cudnn_conv_algo_search: EXHAUSTIVE do_copy_in_default_stream: true diff --git a/python/rapidocr_onnxruntime/ch_ppocr_v2_det/text_detect.py b/python/rapidocr_onnxruntime/ch_ppocr_v2_det/text_detect.py index 19b6b31..e04c2b0 100644 --- a/python/rapidocr_onnxruntime/ch_ppocr_v2_det/text_detect.py +++ b/python/rapidocr_onnxruntime/ch_ppocr_v2_det/text_detect.py @@ -20,7 +20,6 @@ import time import cv2 import numpy as np - try: from .utils import (DBPostProcess, create_operators, draw_text_det_res, transform, read_yaml, OrtInferSession) diff --git a/python/rapidocr_openvino/ch_ppocr_v2_cls/text_cls.py b/python/rapidocr_openvino/ch_ppocr_v2_cls/text_cls.py index 91c5b5c..b056524 100644 --- a/python/rapidocr_openvino/ch_ppocr_v2_cls/text_cls.py +++ b/python/rapidocr_openvino/ch_ppocr_v2_cls/text_cls.py @@ -40,29 +40,6 @@ class TextClassifier(object): self.session = ort.InferenceSession(config['model_path'], sess_opt) self.input_name = self.session.get_inputs()[0].name - def resize_norm_img(self, img): - img_c, img_h, img_w = self.cls_image_shape - h, w = img.shape[:2] - ratio = w / float(h) - if math.ceil(img_h * ratio) > img_w: - resized_w = img_w - else: - resized_w = int(math.ceil(img_h * ratio)) - - resized_image = cv2.resize(img, (resized_w, img_h)) - resized_image = resized_image.astype('float32') - if img_c == 1: - resized_image = resized_image / 255 - resized_image = resized_image[np.newaxis, :] - else: - resized_image = resized_image.transpose((2, 0, 1)) / 255 - - resized_image -= 0.5 - resized_image /= 0.5 - padding_im = np.zeros((img_c, img_h, img_w), dtype=np.float32) - padding_im[:, :, :resized_w] = resized_image - return padding_im - def __call__(self, img_list: List[np.ndarray]): if isinstance(img_list, np.ndarray): img_list = [img_list] @@ -108,6 +85,29 @@ class TextClassifier(object): img_list[indices[beg_img_no + rno]], 1) return img_list, cls_res, elapse + def resize_norm_img(self, img): + img_c, img_h, img_w = self.cls_image_shape + h, w = img.shape[:2] + ratio = w / float(h) + if math.ceil(img_h * ratio) > img_w: + resized_w = img_w + else: + resized_w = int(math.ceil(img_h * ratio)) + + resized_image = cv2.resize(img, (resized_w, img_h)) + resized_image = resized_image.astype('float32') + if img_c == 1: + resized_image = resized_image / 255 + resized_image = resized_image[np.newaxis, :] + else: + resized_image = resized_image.transpose((2, 0, 1)) / 255 + + resized_image -= 0.5 + resized_image /= 0.5 + padding_im = np.zeros((img_c, img_h, img_w), dtype=np.float32) + padding_im[:, :, :resized_w] = resized_image + return padding_im + if __name__ == "__main__": parser = argparse.ArgumentParser() diff --git a/python/requirements.txt b/python/requirements.txt index fb2231c..ac08210 100644 --- a/python/requirements.txt +++ b/python/requirements.txt @@ -4,4 +4,5 @@ opencv_python==4.5.1.48 six>=1.15.0 numpy>=1.19.2 Pillow==8.3.0 -PyYAML \ No newline at end of file +PyYAML +pytest \ No newline at end of file diff --git a/python/tests/base.py b/python/tests/base.py new file mode 100644 index 0000000..8b07ee7 --- /dev/null +++ b/python/tests/base.py @@ -0,0 +1,26 @@ +# -*- encoding: utf-8 -*- +# @Author: SWHL +# @Contact: liekkaskono@163.com + +import importlib +from pathlib import Path +import sys + +import yaml + +package_name = 'rapidocr_onnxruntime' + +root_dir = Path(__file__).resolve().parent.parent +sys.path.append(str(root_dir)) +sys.path.append(str(root_dir / package_name)) + + +def init_module(module_name, class_name): + module_part = importlib.import_module(module_name) + return getattr(module_part, class_name) + + +def read_yaml(yaml_path): + with open(yaml_path, 'rb') as f: + data = yaml.load(f, Loader=yaml.Loader) + return data \ No newline at end of file diff --git a/python/tests/test_cls.py b/python/tests/test_cls.py new file mode 100644 index 0000000..d8c6dc5 --- /dev/null +++ b/python/tests/test_cls.py @@ -0,0 +1,23 @@ +# -*- encoding: utf-8 -*- +# @Author: SWHL +# @Contact: liekkaskono@163.com +import base +import cv2 + + +module_name = 'ch_ppocr_v2_cls' +class_name = 'TextClassifier' +TextClassifier = base.init_module(module_name, class_name) + +yaml_path = base.root_dir / base.package_name / module_name / 'config.yaml' +config = base.read_yaml(str(yaml_path)) +config['model_path'] = str(base.root_dir / config['model_path']) + +text_cls = TextClassifier(config) + + +def test_cls(): + img_path = 'test_files/text_cls.jpg' + img = cv2.imread(img_path) + result = text_cls([img]) + assert result[1][0][0] == '180' diff --git a/python/tests/test_det.py b/python/tests/test_det.py new file mode 100644 index 0000000..b0f8f2a --- /dev/null +++ b/python/tests/test_det.py @@ -0,0 +1,25 @@ +# -*- encoding: utf-8 -*- +# @Author: SWHL +# @Contact: liekkaskono@163.com +import base +import cv2 + + +module_name = 'ch_ppocr_v2_det' +class_name = 'TextDetector' +TextDetector = base.init_module(module_name, class_name) + +yaml_path = base.root_dir / base.package_name / module_name / 'config.yaml' +config = base.read_yaml(str(yaml_path)) +config['model_path'] = str(base.root_dir / config['model_path']) + +text_det = TextDetector(config) + + +def test_det(): + img_path = 'test_files/ch_en_num.jpg' + + img = cv2.imread(img_path) + + dt_boxes, elapse = text_det(img) + assert dt_boxes.shape == (18, 4, 2) diff --git a/python/tests/test_files/ch_en_num.jpg b/python/tests/test_files/ch_en_num.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d352416515526d7feff05c09a2e010c1969009e4 GIT binary patch literal 70680 zcmb4qWmFtd)8-JI1ef3v+=Dv=2sSu_OM?5L83^v~?hxFa!QGwU1b26LmiOD;Z+Cxg zb^qw@s&nsi>U39E)qU>U!rM9k11KpY34nnC0ASt^z}pf)8~_Ik`=1jI77iW`4juso 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