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b/src/detected_objects/detected_object_0_450.0.jpg differ diff --git a/src/detected_objects/detected_object_0_451.0.jpg b/src/detected_objects/detected_object_0_451.0.jpg new file mode 100644 index 0000000..1132c2f Binary files /dev/null and b/src/detected_objects/detected_object_0_451.0.jpg differ diff --git a/src/labels.py b/src/labels.py index af8b28c..76c34e4 100644 --- a/src/labels.py +++ b/src/labels.py @@ -35,7 +35,7 @@ def txt_construct(save_path, label_text): txt_file.write('\n') if __name__ == '__main__': - model_path = r'C:\workspace\le-yolo\runs\detect\train39\weights\best.pt' + model_path = r'C:\workspace\le-yolo\runs\detect\train40\weights\best.pt' model = Yolov8Detect(model_path) import glob image_path = glob.glob('../data/images/test/*.jpg') diff --git a/src/pic.py b/src/pic.py index 0657418..ae33209 100644 --- a/src/pic.py +++ b/src/pic.py @@ -1,9 +1,9 @@ from ultralytics import YOLO import cv2 import os -model = YOLO(r"C:\workspace\le-yolo\runs\detect\train39\weights\best.pt") +model = YOLO(r"C:\workspace\le-yolo\runs\detect\train40\weights\best.pt") target_class = 0 -cap = cv2.VideoCapture('../res/4.mp4') +cap = cv2.VideoCapture('../res/5.mp4') if not os.path.exists('detected_objects'): os.makedirs('detected_objects') while cap.isOpened(): diff --git a/src/test.py b/src/test.py index be58d70..813c353 100644 --- a/src/test.py +++ b/src/test.py @@ -1,3 +1,3 @@ from ultralytics import YOLO -model = YOLO(r"C:\workspace\le-yolo\runs\detect\train40\weights\best.pt") +model = YOLO(r"C:\workspace\le-yolo\runs\detect\train41\weights\best.pt") results = model.predict("../res/5.mp4", show=True, save=True) diff --git a/src/train.py b/src/train.py index ee6526d..b8fb234 100644 --- a/src/train.py +++ b/src/train.py @@ -1,9 +1,10 @@ from ultralytics import YOLO import time start_time = time.time() -# model = YOLO("yolov8n.pt") -model = YOLO(r"C:\workspace\le-yolo\runs\detect\train40\weights\last.pt") +model = YOLO("yolov8n.pt") +# model = YOLO(r"C:\workspace\le-yolo\runs\detect\train40\weights\last.pt") model.train(data="data.yaml", epochs=100, batch=8, device='cpu', imgsz=640, augment = True) +# model.train(data="data.yaml", epochs=100, batch=8, device='cpu', imgsz=640, augment = True, lr = 0.001,wight_decay = 0.0005 ) model.val() print('训练完成') end_time = time.time() diff --git a/src/video.py b/src/video.py index 4821404..582fe78 100644 --- a/src/video.py +++ b/src/video.py @@ -1,5 +1,5 @@ import cv2 -videopath = 'C:/workspace/le-yolo/res/3.mp4' +videopath = 'C:/workspace/le-yolo/res/6.mp4' video = cv2.VideoCapture(videopath) num = 0 if video.isOpened(): @@ -7,7 +7,7 @@ if video.isOpened(): else: ret = False timeF = 10 -filepath = 'C:/workspace/le-yolo/data/images/test/test_' +filepath = 'C:/pic/test_' while ret: ret, frame = video.read() if num % timeF == 0: