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docs: fix simple typo, offcial -> official #129

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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -10,7 +10,7 @@ R-FCN: Object Detection via Region-based Fully Convolutional Networks

The official R-FCN code (written in MATLAB) is available [here](https://github.com/daijifeng001/R-FCN).

py-R-FCN is modified from [the offcial R-FCN implementation](https://github.com/daijifeng001/R-FCN) and [py-faster-rcnn code](https://github.com/rbgirshick/py-faster-rcnn ), and the usage is quite similar to [py-faster-rcnn](https://github.com/rbgirshick/py-faster-rcnn ).
py-R-FCN is modified from [the official R-FCN implementation](https://github.com/daijifeng001/R-FCN) and [py-faster-rcnn code](https://github.com/rbgirshick/py-faster-rcnn ), and the usage is quite similar to [py-faster-rcnn](https://github.com/rbgirshick/py-faster-rcnn ).

There are slight differences between py-R-FCN and the official R-FCN implementation.
- py-R-FCN is ~10% slower at test-time, because some operations execute on the CPU in Python layers (e.g., 90ms / image vs. 99ms / image for ResNet-50)
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