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TensorMask is a model with new approaches for Object Detection and Instance Segmentation. The main idea of it is using a sliding window instead of region proposals.

The paper has some benchmarks and comparisons inside of it. Here are the results.

There is also another table for comparison of Object Detection results.

Here is the paper https://arxiv.org/pdf/1903.12174.pdf

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