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Using pre-trained Faster R-CNN models in Mask R-CNN

Data Science Asked by Mazhar on May 29, 2021

I am planning to use mask r-CNN from TensorFlow Object Detection API for one of my projects.
When I checked the TensorFlow 1 Detection Model Zoo, I found that there is faster_rcnn_inception_resnet_v2_atrous_oidv2 and faster_rcnn_inception_resnet_v2_atrous_oidv4 but no Open Images-trained Mask R-CNN models present in there.

That made me curious, is it possible to use pre-trained Faster R-CNN models for transfer learning in Mask R-CNN. So, I don’t have to take the hassle of training a model from scratch using the Open Images dataset.

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