From 0e08372badc6ff4244d4424dee42338abfa9aaeb Mon Sep 17 00:00:00 2001 From: Kevin Wong Date: Mon, 5 Jan 2026 12:19:48 +0800 Subject: [PATCH] =?UTF-8?q?=E6=9B=B4=E6=96=B0data=E6=96=87=E4=BB=B6?= =?UTF-8?q?=E8=B7=AF=E5=BE=84?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- data.yaml | 24 ------------------------ datasets/indoor_blind/data.yaml | 20 ++++++++++++++++++++ train.py | 2 +- 3 files changed, 21 insertions(+), 25 deletions(-) delete mode 100644 data.yaml create mode 100644 datasets/indoor_blind/data.yaml diff --git a/data.yaml b/data.yaml deleted file mode 100644 index 7d9ee0c..0000000 --- a/data.yaml +++ /dev/null @@ -1,24 +0,0 @@ -# 导盲分割数据集 - 从 MIT Indoor 筛选的 14 个核心类别 -# 原始 2573 类别 -> 14 个导盲相关类别 - -path: /home/rongye/ProgramFiles/Yolo/datasets/indoor_blind -train: train/images -val: valid/images -test: test/images - -nc: 14 -names: - - floor # 0: 可行走地面 - - corridor # 1: 走廊/通道 - - sidewalk # 2: 人行道 - - chair # 3: 椅子 - - table # 4: 桌子 - - sofa_bed # 5: 沙发/床 - - door # 6: 门 - - elevator # 7: 电梯 - - stairs # 8: 楼梯 - - wall # 9: 墙壁 - - person # 10: 行人 - - cabinet # 11: 柜子 - - trash_can # 12: 垃圾桶 - - window # 13: 窗户/玻璃门 \ No newline at end of file diff --git a/datasets/indoor_blind/data.yaml b/datasets/indoor_blind/data.yaml new file mode 100644 index 0000000..318e6d5 --- /dev/null +++ b/datasets/indoor_blind/data.yaml @@ -0,0 +1,20 @@ +names: +- floor +- corridor +- sidewalk +- chair +- table +- sofa_bed +- door +- elevator +- stairs +- wall +- person +- cabinet +- trash_can +- window +nc: 14 +path: /home/rongye/ProgramFiles/Yolo/datasets/indoor_blind +test: test/images +train: train/images +val: valid/images diff --git a/train.py b/train.py index 30d8d4e..6c24c73 100644 --- a/train.py +++ b/train.py @@ -6,7 +6,7 @@ model = YOLO("/home/rongye/ProgramFiles/Yolo/yolo11l-seg.pt") # 开始训练 results = model.train( - data="data.yaml", + data="/home/rongye/ProgramFiles/Yolo/datasets/indoor_blind/data.yaml", epochs=150, # 导盲任务建议150轮以确保收敛 imgsz=640, # 训练分辨率保持 640 batch=16, # 3090 显存大,16-32 均可