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yolo-ssl-cont's Introduction

YOLO-SSL-cont

How to run code

終端機路徑執行路徑

./yolossl

權重放置路徑(兩個都需要)

./yolossl/weights

./yolossl/yolov7/weights

權重名稱

YOLOSSL.pt

(Mode1 YOLO背景執行)

首先載入偵測模型(不中斷執行)

需要打開第一個終端機後執行指令

python yolov7/detectcont.py

切割圖片後偵測以及合併

打開第二個終端機後執行指令

python testcont.py ../configs/testPCBsl.yaml

需要偵測圖片路徑

rawdata/

偵測結果圖片路徑

results/test

(Mode2 YOLO-SSL單次執行)

偵測以及前後處理執行指令

python test.py ../configs/testPCBsl.yaml

需要偵測圖片路徑

rawdata/

偵測結果圖片路徑

results/test

config中的yaml file參數設定

name_file_name

檔案需要放在yolosl資料夾內，檔名為 xxx.yaml，以下為yaml file範例

train: ship/train/images
val: ship/valid/images
nc: 2
names: ['-', 'Ship']

object_names:

對應上面names的分類

- '-'
- 'Ship'

sealand

如果為 True 則會對切割後的圖片進行海陸分離

test_im_dir

要偵測的圖片資料夾位置

sliceHeight and Width

切割後的圖片大小

slice_overlap

每一個切割相鄰圖片的重疊比例

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