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Demonstrates DrawBoundingBoxes, EncodeJpeg and WriteFile - #24
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Sample code to load image and perform Object detection with faster_rcnn/inception_resnet_v2_1024x1024
Amended file to match requested changes
Changed copyright year, added parameters for input and output images, close tensors, created new runner
Encapsulated all tensors and a further tidy up
Removes BufferedImage code and uses the DrawBoundingBoxes functionality to add boxes to the image and then converts the Tensor back to a Jpeg and writes the file
Craigacp
suggested changes
Apr 21, 2021
Session.run doesn't require additional calls to tf.init. Added latest output from DrawBoundingBoxes and WriteFile
simplified number of session run calls
Craigacp
suggested changes
Apr 27, 2021
Feeds boxes and image path to placeholders
Moved s.runner() into try catch
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I can't see if there was anything outstanding so re-requesting review |
Craigacp
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Jun 9, 2021
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A small cleanup on the use of outputImage and then this should be good.
| @@ -256,21 +259,18 @@ public static void main(String[] params) { | |||
| DecodeJpeg decodeImage = tf.image.decodeJpeg(readFile.contents(), options); | |||
| //fetch image from file | |||
| try (TUint8 outputImage = (TUint8) runner.fetch(decodeImage).run().get(0)) { | |||
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outputImage seems unnecessary now? It's only used for it's shape in lines 337-339, but you've got imageShape here at line 262.
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Used imageShape in lines 337-339
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Ah, no I meant that you don't need to get outputImage at all, you can use the shape from the decodeImage right?
Tidy up outputImage as imageShape has dimensions of Tensor
inputshape is available
Craigacp
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Jun 10, 2021
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LGTM, thanks for all the work.
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Removes BufferedImage code and uses the DrawBoundingBoxes functionality to add boxes to the image and then converts the Tensor back to a Jpeg and writes the file