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]
网友评论