yangxue0827/FPN_Tensorflow
A TensorFlow implementation of Feature Pyramid Networks for object detection, based on the CVPR 2017 paper.
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This repository provides a complete implementation of FPN (Feature Pyramid Networks) for object detection in TensorFlow. It supports training and inference pipelines for detection models using a ResNet backbone, tfrecord data format for efficient data loading, and includes references to rotation detection extensions (R2CNN, RRPN). The project supports GPU acceleration via CUDA and provides Docker environment setup for reproducibility.
Frequently asked
- What is yangxue0827/FPN_Tensorflow?
- A TensorFlow implementation of Feature Pyramid Networks for object detection, based on the CVPR 2017 paper.
- Is FPN_Tensorflow open source?
- Yes — yangxue0827/FPN_Tensorflow is an open-source project tracked on heatdrop.
- What language is FPN_Tensorflow written in?
- yangxue0827/FPN_Tensorflow is primarily written in Python.
- How popular is FPN_Tensorflow?
- yangxue0827/FPN_Tensorflow has 413 stars on GitHub.
- Where can I find FPN_Tensorflow?
- yangxue0827/FPN_Tensorflow is on GitHub at https://github.com/yangxue0827/FPN_Tensorflow.