优秀开源地址

https://github.com/Maninae/segmentation-2191

Human body segmentation project for CS 2191, Senior research project.

人体分割项-cs2191,高级研究项目

sample-backpack: A set of sample images from MS COCO

一组示例图片-来自于coco女士(不知道coco是谁)

scripts: Scripts used to test, process data, add regularization, etc.

脚本-用于测试,处理数据,正则化等等

assets: Poster describing this project in more detail, images and resources.

资产库:好像上报纸了

model: Code relating to the Diamondback model itself; architecture, losses, DenseNet encoder.

模型:与Diamondback(响尾蛇)模型本身相关的代码;架构,损失函数,DenseNet编码器。

logs: Keras training logs over the 19 epochs. Zipped.

日志打包,zipped意为拉链-即打包

util: Code for data generators, common paths.

数据生成器的代码,公共路径。

weights: Location where Diamondback model weights will be stored and loaded from.

Diamondback模型重量的存储和加载位置。

tmp: Misc directory to store things when debugging, used in test scripts.

Misc(意为杂七杂八)目录,用于在调试时存储内容,用于测试脚本。

Usage(使用)

python3 download_diamondback_weights.py 下载模型,也可以根据里面的url自己下载

-> weights/diamondback_{...}.h5

-> model/densenet_encoder/encoder_model.h5

Run a demo prediction:

python3 predict.py --demo --load_path weights/diamondback_{...}.h5

Train:

python3 training.py [--debug] [--load_path weights/diamondback_{...}.h5]