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Forked the github project for customization: forked ,Mask,_,RCNN,; Add SAVE_BEST_ONLY ,configuration, to allow more than 17-epochs training. Because each Kaggle kernel has 5.2GB disk space limitation, and each epoch weights file is about 250MB.

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The ,Mask,_,RCNN, API supplies a operate known as display_instances() that can take the array of pixel values for the loaded picture and the facets of the prediction dictionary, such because the bounding packing containers, scores, and sophistication labels, and can plot the picture with all …

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接上文处理数据集. 1。创建新的py文件. 位置：C:\Users\zy\anaconda3\envs\maskrcnn\,Mask,_,RCNN,-master. ,Mask,_,RCNN,-master就是测试maskrcnn网络文中的测试源码

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How ,Mask,-,RCNN, works? ,Mask,-,RCNN, is a result of a series of improvements over the original ,R-CNN, paper (by R. Girshick et. al., CVPR 2014) for object detection. ,R-CNN, generated region proposals based on selective search and then processed each proposed region, one at time, using Convolutional Networks to output an object label and its bounding box.

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$ python ,mask,_,rcnn,.py --,mask,-,rcnn mask,-,rcnn,-coco --image images/example_01.jpg An example of the output: See the full tutorial for all the code and details on how to …

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