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0.004709576138147575 0.002790859933717087 +0 0.2617739403453689 0.5253793825222394 0.32260596546310827 0.21350078492935612 diff --git a/data/labels/val/18b4543f-t2_96.txt b/data/labels/val/18b4543f-t2_96.txt new file mode 100644 index 0000000..45920ba --- /dev/null +++ b/data/labels/val/18b4543f-t2_96.txt @@ -0,0 +1 @@ +0 0.32770800627943486 0.2595499738356881 0.21428571428571427 0.17024245595674167 diff --git a/data/labels/val/1b64d5fc-t2_56.txt b/data/labels/val/1b64d5fc-t2_56.txt new file mode 100644 index 0000000..8a2585c --- /dev/null +++ b/data/labels/val/1b64d5fc-t2_56.txt @@ -0,0 +1 @@ +0 0.3524332810047096 0.5260770975056688 0.23233908948194668 0.1562881562881563 diff --git a/data/labels/val/2.txt b/data/labels/val/2.txt deleted file mode 100644 index 19b728e..0000000 --- a/data/labels/val/2.txt +++ /dev/null @@ -1 +0,0 @@ -0 0.1281 0.0898 0.0492 0.1055 diff --git a/data/labels/val/222989c3-t_40.txt b/data/labels/val/222989c3-t_40.txt new file mode 100644 index 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index 0000000..c2a5bd8 Binary files /dev/null and b/runs/detect/train26/train_batch2.jpg differ diff --git a/runs/detect/train26/weights/best.pt b/runs/detect/train26/weights/best.pt new file mode 100644 index 0000000..9b915cd Binary files /dev/null and b/runs/detect/train26/weights/best.pt differ diff --git a/runs/detect/train26/weights/last.pt b/runs/detect/train26/weights/last.pt new file mode 100644 index 0000000..6cbf21a Binary files /dev/null and b/runs/detect/train26/weights/last.pt differ diff --git a/src/test.py b/src/test.py index 4120c7c..f01c724 100644 --- a/src/test.py +++ b/src/test.py @@ -1,10 +1,3 @@ from ultralytics import YOLO -model = YOLO(r"C:\workspace\le-yolo\runs\detect\train19\weights\best.pt") +model = YOLO(r"C:\workspace\le-yolo\runs\detect\train22\weights\best.pt") results = model.predict("../res/1.mp4", show=True, save=True) -# import matplotlib.pyplot as plt -# plt.imshow(results[0].plot()) -# plt.show() -import cv2 -cv2.rectangle(results[0].plot(), (0, 0), (100, 100), (0, 0, 255), 2) -cv2.imshow("result", results[0].plot()) -cv2.waitKey(0) diff --git a/src/train.py b/src/train.py index b222a86..bc30e89 100644 --- a/src/train.py +++ b/src/train.py @@ -1,5 +1,5 @@ from ultralytics import YOLO -model = YOLO(r"C:\workspace\le-yolo\runs\detect\train19\weights\last.pt") -model.train(data="data.yaml", epochs=200, batch=8, device='cpu') +model = YOLO("yolov8n.pt") +model.train(data="data.yaml", epochs=100, batch=8, device='cpu', imgsz=640) model.val() print('训练完成') \ No newline at end of file diff --git a/src/video.py b/src/video.py index dbfeffa..bad3a79 100644 --- a/src/video.py +++ b/src/video.py @@ -1,5 +1,5 @@ import cv2 -videopath = 'C:/workspace/le-yolo/res/1.mp4' +videopath = 'C:/workspace/le-yolo/res/2.mp4' video = cv2.VideoCapture(videopath) num = 0 if video.isOpened(): @@ -10,7 +10,7 @@ timeF = 8 while ret: ret, frame = video.read() if num % timeF == 0: - cv2.imwrite('C:/workspace/le-yolo/data/images/train/t_' + str(num) + '.jpg', frame) + cv2.imwrite('C:/workspace/le-yolo/data/images/train/t2_' + str(num) + '.jpg', frame) num = num + 1 cv2.waitKey(1) video.release() \ No newline at end of file