tensorflow-使用tensorflow实现的Mask-RCNN算法.zip

# Mask RCNN Mask RCNN in TensorFlow This repo attempts to reproduce this amazing work by Kaiming He et al. : [Mask R-CNN](https://arxiv.org/abs/1703.06870) ## Requirements - [Tensorflow (>= 1.0.0)](https://www.tensorflow.org/install/install_linux) - [Numpy](https://github.com/numpy/numpy/blob/master/INSTALL.rst.txt) - [COCO dataset](http://mscoco.org/dataset/#download) - [Resnet50](http://download.tensorflow.org/models/resnet_v1_50_2016_08_28.tar.gz) ## How-to 1. Go to `./libs/datasets/pycocotools` and run `make` 2. Download [COCO](http://mscoco.org/dataset/#download) dataset, place it into `./data`, then run `python download_and_convert_data.py` to build tf-records. It takes a while. 3. Download pretrained resnet50 model, `wget http://download.tensorflow.org/models/resnet_v1_50_2016_08_28.tar.gz`, unzip it, place it into `./data/pretrained_models/` 4. Go to `./libs` and run `make` 5. run `python train/train.py` for training 6. There are certainly some bugs, please report them back, and let's solve them together.