From f3a71b8135e4e2784c6f6effaad6f032262689a7 Mon Sep 17 00:00:00 2001 From: Laurent Mazuel Date: Fri, 22 Jun 2018 12:37:36 -0700 Subject: [PATCH] Computer Vision 0.2.0 --- requirements.txt | 2 +- samples/vision/computer_vision_samples.py | 50 +++++++++++++++++- samples/vision/images/computer_vision_ocr.png | Bin 0 -> 86975 bytes samples/vision/images/make_things_happen.jpg | Bin 0 -> 35372 bytes 4 files changed, 50 insertions(+), 2 deletions(-) create mode 100644 samples/vision/images/computer_vision_ocr.png create mode 100644 samples/vision/images/make_things_happen.jpg diff --git a/requirements.txt b/requirements.txt index 4f3482d..d1e1116 100644 --- a/requirements.txt +++ b/requirements.txt @@ -7,6 +7,6 @@ azure-cognitiveservices-search-newssearch azure-cognitiveservices-search-videosearch azure-cognitiveservices-search-visualsearch azure-cognitiveservices-search-websearch -azure-cognitiveservices-vision-computervision +azure-cognitiveservices-vision-computervision>=0.2.0 # sample won't work with previous versions azure-cognitiveservices-vision-contentmoderator azure-cognitiveservices-vision-customvision \ No newline at end of file diff --git a/samples/vision/computer_vision_samples.py b/samples/vision/computer_vision_samples.py index 0de5f1b..0a099b0 100644 --- a/samples/vision/computer_vision_samples.py +++ b/samples/vision/computer_vision_samples.py @@ -29,7 +29,7 @@ def image_analysis_in_stream(subscription_key): ] ) - print("This imsage can be described as: {}\n".format(image_analysis.description.captions[0].text)) + print("This image can be described as: {}\n".format(image_analysis.description.captions[0].text)) print("Tags associated with this image:\nTag\t\tConfidence") for tag in image_analysis.tags: @@ -37,6 +37,54 @@ def image_analysis_in_stream(subscription_key): print("\nThe primary colors of this image are: {}".format(image_analysis.color.dominant_colors)) +def recognize_text(subscription_key): + """RecognizeTextUsingRecognizeAPI. + + This will recognize text of the given image using the recognizeText API. + """ + import time + client = ComputerVisionAPI(COMPUTERVISION_LOCATION, CognitiveServicesCredentials(subscription_key)) + + with open(os.path.join(IMAGES_FOLDER, "make_things_happen.jpg"), "rb") as image_stream: + job = client.recognize_text_in_stream( + image_stream, + mode="Printed", + raw=True + ) + operation_id = job.headers['Operation-Location'].split('/')[-1] + + image_analysis = client.get_text_operation_result(operation_id) + while image_analysis.status in ['NotStarted', 'Running']: + time.sleep(1) + image_analysis = client.get_text_operation_result(operation_id) + + print("Job completion is: {}\n".format(image_analysis.status)) + + print("Recognized:\n") + lines = image_analysis.recognition_result.lines + print(lines[0].words[0].text) # "make" + print(lines[1].words[0].text) # "things" + print(lines[2].words[0].text) # "happen" + +def recognize_printed_text_in_stream(subscription_key): + """RecognizedPrintedTextUsingOCR_API. + + This will do an OCR analysis of the given image. + """ + import time + client = ComputerVisionAPI(COMPUTERVISION_LOCATION, CognitiveServicesCredentials(subscription_key)) + + with open(os.path.join(IMAGES_FOLDER, "computer_vision_ocr.png"), "rb") as image_stream: + image_analysis = client.recognize_printed_text_in_stream( + image_stream, + language="en" + ) + + lines = image_analysis.regions[0].lines + print("Recognized:\n") + for line in lines: + line_text = " ".join([word.text for word in line.words]) + print(line_text) if __name__ == "__main__": import sys, os.path diff --git a/samples/vision/images/computer_vision_ocr.png b/samples/vision/images/computer_vision_ocr.png new file mode 100644 index 0000000000000000000000000000000000000000..2b5af43a9386f4954c80fc62e9bdb5c8576f7b1b GIT binary patch literal 86975 zcmW(+RX`ix)5X2GOQE<1cPSPe3j7Ej+#MRAcyV`^7Kh>xJV=4!(grB*+TgB*^6~#3 z?(W@}-G{k5XXczUvD#Y7Z*Zt_kdTnxsH!OHA|av3yzWP_P+qV0Xo2&uH{_4H%JN9{ 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