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MaskRCNN - v2 2022-09-08 10:27pm |
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This dataset was exported via roboflow.com on September 26, 2022 at 7:00 AM GMT |
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Roboflow is an end-to-end computer vision platform that helps you |
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* collaborate with your team on computer vision projects |
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* collect & organize images |
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* understand unstructured image data |
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* annotate, and create datasets |
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* export, train, and deploy computer vision models |
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* use active learning to improve your dataset over time |
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It includes 720 images. |
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Cow are annotated in COCO Segmentation format. |
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The following pre-processing was applied to each image: |
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* Auto-orientation of pixel data (with EXIF-orientation stripping) |
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* Resize to 416x416 (Stretch) |
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* Auto-contrast via histogram equalization |
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The following augmentation was applied to create 3 versions of each source image: |
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* Equal probability of one of the following 90-degree rotations: none, clockwise, counter-clockwise, upside-down |
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* Random rotation of between -15 and +15 degrees |
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* Salt and pepper noise was applied to 5 percent of pixels |
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