Vision beta samples #1154
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,5 +1,5 @@ | ||
| /* | ||
| * Copyright 2018 Google LLC. | ||
| * | ||
| * Licensed under the Apache License, Version 2.0 (the "License"); | ||
| * you may not use this file except in compliance with the License. | ||
|
|
@@ -22,45 +22,46 @@ | |
| import com.google.cloud.storage.Storage; | ||
| import com.google.cloud.storage.Storage.BlobListOption; | ||
| import com.google.cloud.storage.StorageOptions; | ||
| import com.google.cloud.vision.v1p3beta1.AnnotateFileResponse; | ||
| import com.google.cloud.vision.v1p3beta1.AnnotateFileResponse.Builder; | ||
| import com.google.cloud.vision.v1p3beta1.AnnotateImageRequest; | ||
| import com.google.cloud.vision.v1p3beta1.AnnotateImageResponse; | ||
| import com.google.cloud.vision.v1p3beta1.AsyncAnnotateFileRequest; | ||
| import com.google.cloud.vision.v1p3beta1.AsyncAnnotateFileResponse; | ||
| import com.google.cloud.vision.v1p3beta1.AsyncBatchAnnotateFilesResponse; | ||
| import com.google.cloud.vision.v1p3beta1.BatchAnnotateImagesResponse; | ||
| import com.google.cloud.vision.v1p3beta1.Block; | ||
| import com.google.cloud.vision.v1p3beta1.ColorInfo; | ||
| import com.google.cloud.vision.v1p3beta1.CropHint; | ||
| import com.google.cloud.vision.v1p3beta1.CropHintsAnnotation; | ||
| import com.google.cloud.vision.v1p3beta1.DominantColorsAnnotation; | ||
| import com.google.cloud.vision.v1p3beta1.EntityAnnotation; | ||
| import com.google.cloud.vision.v1p3beta1.FaceAnnotation; | ||
| import com.google.cloud.vision.v1p3beta1.Feature; | ||
| import com.google.cloud.vision.v1p3beta1.Feature.Type; | ||
| import com.google.cloud.vision.v1p3beta1.GcsDestination; | ||
| import com.google.cloud.vision.v1p3beta1.GcsSource; | ||
| import com.google.cloud.vision.v1p3beta1.Image; | ||
| import com.google.cloud.vision.v1p3beta1.ImageAnnotatorClient; | ||
| import com.google.cloud.vision.v1p3beta1.ImageContext; | ||
| import com.google.cloud.vision.v1p3beta1.ImageSource; | ||
| import com.google.cloud.vision.v1p3beta1.InputConfig; | ||
| import com.google.cloud.vision.v1p3beta1.LocalizedObjectAnnotation; | ||
| import com.google.cloud.vision.v1p3beta1.LocationInfo; | ||
| import com.google.cloud.vision.v1p3beta1.OperationMetadata; | ||
| import com.google.cloud.vision.v1p3beta1.OutputConfig; | ||
| import com.google.cloud.vision.v1p3beta1.Page; | ||
| import com.google.cloud.vision.v1p3beta1.Paragraph; | ||
| import com.google.cloud.vision.v1p3beta1.SafeSearchAnnotation; | ||
| import com.google.cloud.vision.v1p3beta1.Symbol; | ||
| import com.google.cloud.vision.v1p3beta1.TextAnnotation; | ||
| import com.google.cloud.vision.v1p3beta1.WebDetection; | ||
| import com.google.cloud.vision.v1p3beta1.WebDetection.WebEntity; | ||
| import com.google.cloud.vision.v1p3beta1.WebDetection.WebImage; | ||
| import com.google.cloud.vision.v1p3beta1.WebDetection.WebLabel; | ||
| import com.google.cloud.vision.v1p3beta1.WebDetection.WebPage; | ||
| import com.google.cloud.vision.v1p3beta1.WebDetectionParams; | ||
| import com.google.cloud.vision.v1p3beta1.Word; | ||
| import com.google.protobuf.ByteString; | ||
| import com.google.protobuf.util.JsonFormat; | ||
|
|
||
|
|
@@ -101,7 +102,8 @@ public static void argsHelper(String[] args, PrintStream out) throws Exception, | |
| + "\n" | ||
| + "Commands:\n" | ||
| + "\tfaces | labels | landmarks | logos | text | safe-search | properties" | ||
| + "| web | web-entities | web-entities-include-geo | crop | ocr\n" | ||
| + "| object-localization| handwritten-ocr\n" | ||
| + "Path:\n\tA file path (ex: ./resources/wakeupcat.jpg) or a URI for a Cloud Storage " | ||
| + "resource (gs://...)\n" | ||
| + "Path to File:\n\tA path to the remote file on Cloud Storage (gs://...)\n" | ||
|
|
@@ -189,6 +191,18 @@ public static void argsHelper(String[] args, PrintStream out) throws Exception, | |
| } else if (command.equals("ocr")) { | ||
| String destPath = args.length > 2 ? args[2] : ""; | ||
| detectDocumentsGcs(path, destPath); | ||
| } else if (command.equals("object-localization")) { | ||
| if (path.startsWith("gs://")) { | ||
| detectLocalizedObjectsGcs(path, out); | ||
| } else { | ||
| detectLocalizedObjects(path, out); | ||
| } | ||
| } else if (command.equals("handwritten-ocr")) { | ||
| if (path.startsWith("gs://")) { | ||
| detectHandwrittenOcrGcs(path, out); | ||
| } else { | ||
| detectHandwrittenOcr(path, out); | ||
| } | ||
| } | ||
| } | ||
|
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||
|
|
@@ -1423,4 +1437,240 @@ public static void detectDocumentsGcs(String gcsSourcePath, String gcsDestinatio | |
| } | ||
| } | ||
| // [END vision_async_detect_document_ocr] | ||
|
|
||
| // [START vision_localize_objects] | ||
| /** | ||
| * Detects localized objects in the specified local image. | ||
| * | ||
| * @param filePath The path to the file to perform localized object detection on. | ||
| * @param out A {@link PrintStream} to write detected objects to. | ||
| * @throws Exception on errors while closing the client. | ||
| * @throws IOException on Input/Output errors. | ||
| */ | ||
| public static void detectLocalizedObjects(String filePath, PrintStream out) | ||
| throws Exception, IOException { | ||
| List<AnnotateImageRequest> requests = new ArrayList<>(); | ||
|
|
||
| ByteString imgBytes = ByteString.readFrom(new FileInputStream(filePath)); | ||
|
|
||
| Image img = Image.newBuilder().setContent(imgBytes).build(); | ||
| AnnotateImageRequest request = | ||
| AnnotateImageRequest.newBuilder() | ||
| .addFeatures(Feature.newBuilder().setType(Type.OBJECT_LOCALIZATION)) | ||
| .setImage(img) | ||
| .build(); | ||
| requests.add(request); | ||
|
|
||
| // Perform the request | ||
| try (ImageAnnotatorClient client = ImageAnnotatorClient.create()) { | ||
| BatchAnnotateImagesResponse response = client.batchAnnotateImages(requests); | ||
| List<AnnotateImageResponse> responses = response.getResponsesList(); | ||
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|
||
| // Display the results | ||
| for (AnnotateImageResponse res : responses) { | ||
| for (LocalizedObjectAnnotation entity : res.getLocalizedObjectAnnotationsList()) { | ||
| out.format("Object name: %s\n", entity.getName()); | ||
| out.format("Confidence: %s\n", entity.getScore()); | ||
| out.format("Normalized Vertices:\n"); | ||
| entity | ||
| .getBoundingPoly() | ||
| .getNormalizedVerticesList() | ||
| .forEach(vertex -> out.format("- (%s, %s)\n", vertex.getX(), vertex.getY())); | ||
| } | ||
| } | ||
| } | ||
| } | ||
| // [END vision_localize_objects] | ||
|
|
||
| // [START vision_localize_objects_uri] | ||
| /** | ||
| * Detects localized objects in a remote image on Google Cloud Storage. | ||
| * | ||
| * @param gcsPath The path to the remote file on Google Cloud Storage to detect localized objects | ||
| * on. | ||
| * @param out A {@link PrintStream} to write detected objects to. | ||
| * @throws Exception on errors while closing the client. | ||
| * @throws IOException on Input/Output errors. | ||
| */ | ||
| public static void detectLocalizedObjectsGcs(String gcsPath, PrintStream out) | ||
| throws Exception, IOException { | ||
| List<AnnotateImageRequest> requests = new ArrayList<>(); | ||
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|
||
| ImageSource imgSource = ImageSource.newBuilder().setGcsImageUri(gcsPath).build(); | ||
| Image img = Image.newBuilder().setSource(imgSource).build(); | ||
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|
||
| AnnotateImageRequest request = | ||
| AnnotateImageRequest.newBuilder() | ||
| .addFeatures(Feature.newBuilder().setType(Type.OBJECT_LOCALIZATION)) | ||
| .setImage(img) | ||
| .build(); | ||
| requests.add(request); | ||
|
|
||
| // Perform the request | ||
|
There was a problem hiding this comment. Nit space between line 1508 / 1509 |
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| try (ImageAnnotatorClient client = ImageAnnotatorClient.create()) { | ||
| BatchAnnotateImagesResponse response = client.batchAnnotateImages(requests); | ||
| List<AnnotateImageResponse> responses = response.getResponsesList(); | ||
| client.close(); | ||
| // Display the results | ||
| for (AnnotateImageResponse res : responses) { | ||
| for (LocalizedObjectAnnotation entity : res.getLocalizedObjectAnnotationsList()) { | ||
| out.format("Object name: %s\n", entity.getName()); | ||
| out.format("Confidence: %s\n", entity.getScore()); | ||
| out.format("Normalized Vertices:\n"); | ||
| entity | ||
| .getBoundingPoly() | ||
| .getNormalizedVerticesList() | ||
| .forEach(vertex -> out.format("- (%s, %s)\n", vertex.getX(), vertex.getY())); | ||
| } | ||
| } | ||
| } | ||
| } | ||
| // [END vision_localize_objects_uri] | ||
|
|
||
| // [START vision_handwritten_ocr] | ||
| /** | ||
| * Performs handwritten text detection on a local image file. | ||
| * | ||
| * @param filePath The path to the local file to detect handwritten text on. | ||
| * @param out A {@link PrintStream} to write the results to. | ||
| * @throws Exception on errors while closing the client. | ||
| * @throws IOException on Input/Output errors. | ||
| */ | ||
| public static void detectHandwrittenOcr(String filePath, PrintStream out) throws Exception { | ||
|
There was a problem hiding this comment. I've updated the sample image: https://storage.googleapis.com/cloud-samples-data/vision/handwritten.jpg |
||
| List<AnnotateImageRequest> requests = new ArrayList<>(); | ||
|
|
||
| ByteString imgBytes = ByteString.readFrom(new FileInputStream(filePath)); | ||
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| Image img = Image.newBuilder().setContent(imgBytes).build(); | ||
| Feature feat = Feature.newBuilder().setType(Type.DOCUMENT_TEXT_DETECTION).build(); | ||
| // Set the Language Hint codes for handwritten OCR | ||
| ImageContext imageContext = | ||
|
There was a problem hiding this comment. Add comment: "Set the Language Hint codes for handwritten OCR" |
||
| ImageContext.newBuilder().addLanguageHints("en-t-i0-handwrit").build(); | ||
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||
| AnnotateImageRequest request = | ||
| AnnotateImageRequest.newBuilder() | ||
| .addFeatures(feat) | ||
| .setImage(img) | ||
| .setImageContext(imageContext) | ||
| .build(); | ||
| requests.add(request); | ||
|
|
||
| try (ImageAnnotatorClient client = ImageAnnotatorClient.create()) { | ||
| BatchAnnotateImagesResponse response = client.batchAnnotateImages(requests); | ||
| List<AnnotateImageResponse> responses = response.getResponsesList(); | ||
| client.close(); | ||
|
|
||
| for (AnnotateImageResponse res : responses) { | ||
| if (res.hasError()) { | ||
| out.printf("Error: %s\n", res.getError().getMessage()); | ||
| return; | ||
| } | ||
|
|
||
| // For full list of available annotations, see http://g.co/cloud/vision/docs | ||
| TextAnnotation annotation = res.getFullTextAnnotation(); | ||
| for (Page page : annotation.getPagesList()) { | ||
| String pageText = ""; | ||
| for (Block block : page.getBlocksList()) { | ||
| String blockText = ""; | ||
| for (Paragraph para : block.getParagraphsList()) { | ||
| String paraText = ""; | ||
| for (Word word : para.getWordsList()) { | ||
| String wordText = ""; | ||
| for (Symbol symbol : word.getSymbolsList()) { | ||
| wordText = wordText + symbol.getText(); | ||
| out.format( | ||
| "Symbol text: %s (confidence: %f)\n", | ||
| symbol.getText(), symbol.getConfidence()); | ||
| } | ||
| out.format("Word text: %s (confidence: %f)\n\n", wordText, word.getConfidence()); | ||
| paraText = String.format("%s %s", paraText, wordText); | ||
| } | ||
| // Output Example using Paragraph: | ||
| out.println("\nParagraph: \n" + paraText); | ||
| out.format("Paragraph Confidence: %f\n", para.getConfidence()); | ||
| blockText = blockText + paraText; | ||
| } | ||
| pageText = pageText + blockText; | ||
| } | ||
| } | ||
| out.println("\nComplete annotation:"); | ||
| out.println(annotation.getText()); | ||
| } | ||
| } | ||
| } | ||
| // [END vision_handwritten_ocr] | ||
|
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| // [START vision_handwritten_ocr_uri] | ||
| /** | ||
| * Performs handwritten text detection on a remote image on Google Cloud Storage. | ||
| * | ||
| * @param gcsPath The path to the remote file on Google Cloud Storage to detect handwritten text | ||
| * on. | ||
| * @param out A {@link PrintStream} to write the results to. | ||
| * @throws Exception on errors while closing the client. | ||
| * @throws IOException on Input/Output errors. | ||
| */ | ||
| public static void detectHandwrittenOcrGcs(String gcsPath, PrintStream out) throws Exception { | ||
| List<AnnotateImageRequest> requests = new ArrayList<>(); | ||
|
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| ImageSource imgSource = ImageSource.newBuilder().setGcsImageUri(gcsPath).build(); | ||
| Image img = Image.newBuilder().setSource(imgSource).build(); | ||
|
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| Feature feat = Feature.newBuilder().setType(Type.DOCUMENT_TEXT_DETECTION).build(); | ||
| // Set the parameters for the image | ||
| ImageContext imageContext = | ||
| ImageContext.newBuilder().addLanguageHints("en-t-i0-handwrit").build(); | ||
|
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||
| AnnotateImageRequest request = | ||
| AnnotateImageRequest.newBuilder() | ||
| .addFeatures(feat) | ||
| .setImage(img) | ||
| .setImageContext(imageContext) | ||
| .build(); | ||
| requests.add(request); | ||
|
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| try (ImageAnnotatorClient client = ImageAnnotatorClient.create()) { | ||
| BatchAnnotateImagesResponse response = client.batchAnnotateImages(requests); | ||
| List<AnnotateImageResponse> responses = response.getResponsesList(); | ||
| client.close(); | ||
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||
| for (AnnotateImageResponse res : responses) { | ||
| if (res.hasError()) { | ||
| out.printf("Error: %s\n", res.getError().getMessage()); | ||
| return; | ||
| } | ||
|
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| // For full list of available annotations, see http://g.co/cloud/vision/docs | ||
| TextAnnotation annotation = res.getFullTextAnnotation(); | ||
| for (Page page : annotation.getPagesList()) { | ||
| String pageText = ""; | ||
| for (Block block : page.getBlocksList()) { | ||
| String blockText = ""; | ||
| for (Paragraph para : block.getParagraphsList()) { | ||
| String paraText = ""; | ||
| for (Word word : para.getWordsList()) { | ||
| String wordText = ""; | ||
| for (Symbol symbol : word.getSymbolsList()) { | ||
| wordText = wordText + symbol.getText(); | ||
| out.format( | ||
| "Symbol text: %s (confidence: %f)\n", | ||
| symbol.getText(), symbol.getConfidence()); | ||
| } | ||
| out.format("Word text: %s (confidence: %f)\n\n", wordText, word.getConfidence()); | ||
| paraText = String.format("%s %s", paraText, wordText); | ||
| } | ||
| // Output Example using Paragraph: | ||
| out.println("\nParagraph: \n" + paraText); | ||
| out.format("Paragraph Confidence: %f\n", para.getConfidence()); | ||
| blockText = blockText + paraText; | ||
| } | ||
| pageText = pageText + blockText; | ||
| } | ||
| } | ||
| out.println("\nComplete annotation:"); | ||
| out.println(annotation.getText()); | ||
| } | ||
| } | ||
| } | ||
| // [END vision_handwritten_ocr_uri] | ||
| } | ||
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This will need to be updated once the library is in maven.