/MFF-GBDT

An improved method for broiler weight estimation integrating multi-feature with gradient boosting decision tree

Primary LanguagePython

MFF-GBDT

An improved method for broiler weight estimation integrating multi-feature with gradient boosting decision tree

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Dataset Download

├─BroilerDataset                # Dataset used to extract features and train GBDT
|  ├─20210206体重登记表.xlsx     # Body weight infomation
│  ├─20210206-200-1198-manuals  # extracted artificial features
│  ├─20210206-200-1198-withauto # extracted artificial and learned features
│  ├─bimask                     # Binary image of a single broiler
│  ├─maskImg                    # masked image of a single broiler
│  └─origin                     # image of single broiler
├─mixData                       # Dataset used to train maskrcnn
│  ├─mask                       # Tag images used to train maskrcnn
│  └─origin                     # Raw image used to train maskrcnn