
# 🌳 Tree Condition Classification 樹況分類 (bilingual)
### Model Description
This online application covers 22 most typical tree disease over 290+ images. If you find any trees that has hidden injures, you can classifies with our model and report the tree condition via this form (https://rb.gy/c1sfja). 此在線程式涵蓋22種官方部門樹況分類的標準，超過290張圖像。如果您發現任何樹木有隱傷，您可以使用我們的模型進行分類並通過此表格報告樹木狀況。 

- **Developed by:** Yu Kai Him Otto 
- **Shared via:** Huggingface.co
- **Model type:** Opensource

## Uses
You can use the this model for tree condition image classification. 

## Training Details
### Training Data

- Loss: 0.355
- Accuracy: 0.852
- Macro F1: 0.787
- Micro F1: 0.852
- Weighted F1: 0.825
- Macro Precision: 0.808
- Micro Precision: 0.852
- Weighted Precision: 0.854
- Macro Recall: 0.811
- Micro Recall: 0.852
- Weighted Recall: 0.852
burls 節瘤 canker 潰瘍 fungal fruiting bodies 真菌子實體 galls 腫瘤  girdling root 纏繞根  heavy lateral limb 重側枝 included bark 內夾樹皮 parasitic or epiphytic plants 寄生或附生植物 pest and disease 病蟲害 poor taper 不良漸尖生長 root-plate movement 根基移位  sap flow 滲液 co-dominant branches 等勢枝 trunk girdling 纏繞樹幹  wounds or mechanical injury 傷痕或機械破損 co-dominant stems 等勢幹 cracks or splits 裂縫或裂開 crooks or abrupt bends 不常規彎曲 cross branches 疊枝 dead surface roots 表根枯萎  deadwood 枯木 decay or cavity 腐爛或樹洞