Shypd.aiThe largest open index of AI toolstf-faster-rcnn is an open-source object detection framework that implements Faster R-CNN using Tensorflow. It supports various models like VGG16 and Resnet, and offers features for training, testing, and visualization.
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tf-faster-rcnn provides a Tensorflow implementation of the Faster R-CNN detection framework, designed for object detection tasks. It is based on the Python Caffe implementation of Faster R-CNN, with several modifications for potential improvements. The framework supports popular models such as VGG16, Resnet V1, and Mobilenet V1, and has been tested on datasets like VOC and COCO. Key features include support for train-and-validation, resuming training from snapshots, and visualization with Tensorboard. While this specific repository is deprecated, it offers a foundational understanding and implementation for those interested in the Faster R-CNN architecture within a Tensorflow environment, with recommendations to explore more up-to-date implementations like TensorPack for multi-GPU support.
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