/mask-rcnn-on-buenos-aires-streets

mask-rcnn-on-buenos-aires-streets

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Image Segmentation on the Streets of Buenos Aires

This is an implementation of Mask R-CNN on Python 3, Keras, and TensorFlow. The model generates bounding boxes and segmentation masks for each instance of an object in the image. It's based on Feature Pyramid Network (FPN) and a ResNet101 backbone. Learn more about this on the Matterport's implementation

Single frame detection

Installation & Usage

Please follow the detailed step-by-step tutorial I posted on Medium to install and run this demo. You can also directly run demo-step-by-step.ipynb.