--- tags: 實習日記 --- [TOC] # 實習日記1/9~1/13 ## 準備訓練資料 1. obj.data 2. obj.names 3. yolov4.cfg 4. train.txt 5. valid.txt 6. pre-trained.weight ## YoloV4 訓練紅綠燈問題 1. 原因是GPU內存不足 ![](https://i.imgur.com/PRRJXmR.png) =>Yolo-tiny or Colab 2. 檔案位置沒有放在darkent資料夾裡面 ![](https://i.imgur.com/dTR4IUv.png) 3. 絕對路徑錯誤 ![](https://i.imgur.com/CQHHSY1.png) 4. id沒有Label好 ![](https://i.imgur.com/IpOjeHH.png) ![](https://i.imgur.com/htK4x1Y.png) ![](https://i.imgur.com/IM3EbDX.png) ## 重新Label沒有標示好的照片 ![](https://i.imgur.com/vY2iL1Q.jpg) ## 參考資料 1. https://jason-chen-1992.weebly.com/home/-google-colab-yolov41303994 2. https://github.com/AarohiSingla/Object-Detection-Using-yolov4-tiny/blob/main/yolov4_tinyimplementation.ipynb 3. https://github.com/AlexeyAB/darknet#how-to-train-tiny-yolo-to-detect-your-custom-objects 4. https://github.com/AarohiSingla/yolov4-on-traffic-sign-detection/blob/main/yolov4_traffic_sign_detection.ipynb