YOLO 目标检测
上传图片
叠框结果
暂无结果，请上传图片后识别
检测列表
暂无检测结果
接口说明
Web 通过 HTTP 调用 vision 服务：POST /predict（上传字段名为 image）
dataset root: /www/wwwroot/Intelligent_Pear_Orchard/springboot/src/datasets/pear
# Dataset Preparation Report - images_dir: `src\dataset\images` - labels_dir: `src\dataset\labels` - matched_pairs: **2002** - missing_labels: **165** - missing_images: **1** - train: **1801** - val: **201** - class_ids_seen: `[0]` ## Images without label - `src\dataset\images\DSC_1352_12kv2r1k_0.jpg` - `src\dataset\images\DSC_1352_12kv2r1k_3.jpg` - `src\dataset\images\DSC_1356_12kv2r5k_10.jpg` - `src\dataset\images\DSC_1365_12kv2r15k_0.jpg` - `src\dataset\images\DSC_1372_12kv2r23k_1.jpg` - `src\dataset\images\DSC_1375_12kv3r2k_0.jpg` - `src\dataset\images\DSC_1379_12kv3r6k_2.jpg` - `src\dataset\images\DSC_1387_12kv3r15k_1.jpg` - `src\dataset\images\DSC_1399_12kv4r4k_11.jpg` - `src\dataset\images\DSC_1400_12kv4r5k_1.jpg` - `src\dataset\images\DSC_1404_12kv4r9k_1.jpg` - `src\dataset\images\DSC_1404_12kv4r9k_4.jpg` - `src\dataset\images\DSC_1407_12kv4r12k_11.jpg` - `src\dataset\images\DSC_1414_12kv4r19k_0.jpg` - `src\dataset\images\IMG_20220804_104955_12kv1r8k_1.jpg` - `src\dataset\images\IMG_20220804_104955_12kv1r8k_12.jpg` - `src\dataset\images\IMG_20220804_104955_12kv1r8k_13.jpg` - `src\dataset\images\IMG_20220804_104955_12kv1r8k_14.jpg` - `src\dataset\images\IMG_20220804_104955_12kv1r8k_17.jpg` - `src\dataset\images\IMG_20220804_104955_12kv1r8k_4.jpg` - `src\dataset\images\IMG_20220804_104955_12kv1r8k_7.jpg` - `src\dataset\images\IMG_20220804_105013_12kv1r10k_1.jpg` - `src\dataset\images\IMG_20220804_105013_12kv1r10k_12.jpg` - `src\dataset\images\IMG_20220804_105013_12kv1r10k_3.jpg` - `src\dataset\images\IMG_20220804_105013_12kv1r10k_4.jpg` - `src\dataset\images\IMG_20220804_105013_12kv1r10k_5.jpg` - `src\dataset\images\IMG_20220804_105022_12kv1r11k_4.jpg` - `src\dataset\images\IMG_20220804_105022_12kv1r11k_5.jpg` - `src\dataset\images\IMG_20220804_105022_12kv1r11k_6.jpg` - `src\dataset\images\IMG_20220804_105022_12kv1r11k_9.jpg` - `src\dataset\images\IMG_20220804_105041_12kv1r13k_11.jpg` - `src\dataset\images\IMG_20220804_105041_12kv1r13k_2.jpg` - `src\dataset\images\IMG_20220804_105049_12kv1r14k_3.jpg` - `src\dataset\images\IMG_20220804_105204_12kv2r2k_7.jpg` - `src\dataset\images\IMG_20220804_105212_12kv2r3k_7.jpg` - `src\dataset\images\IMG_20220804_105221_12kv2r4k_13.jpg` - `src\dataset\images\IMG_20220804_105221_12kv2r4k_14.jpg` - `src\dataset\images\IMG_20220804_105229_12kv2r5k_5.jpg` - `src\dataset\images\IMG_20220804_105313_12kv2r9k_22.jpg` - `src\dataset\images\IMG_20220804_105414_12kv2r14k_0.jpg` - `src\dataset\images\IMG_20220804_105414_12kv2r14k_5.jpg` - `src\dataset\images\IMG_20220804_105427_12kv2r15k_2.jpg` - `src\dataset\images\IMG_20220804_105455_12kv2r17k_8.jpg` - `src\dataset\images\IMG_20220804_105527_12kv2r20k_17.jpg` - `src\dataset\images\IMG_20220804_105630_12kv2r21k_20.jpg` - `src\dataset\images\IMG_20220804_105630_12kv2r21k_21.jpg` - `src\dataset\images\IMG_20220804_105645_12kv2r23k_9.jpg` - `src\dataset\images\IMG_20220804_105801_12kv3r1k_2.jpg` - `src\dataset\images\IMG_20220804_105801_12kv3r1k_3.jpg` - `src\dataset\images\IMG_20220804_105822_12kv3r3k_7.jpg` - `src\dataset\images\IMG_20220804_105822_12kv3r3k_8.jpg` - `src\dataset\images\IMG_20220804_105903_12kv3r6k_1.jpg` - `src\dataset\images\IMG_20220804_105903_12kv3r6k_8.jpg` - `src\dataset\images\IMG_20220804_105925_12kv3r7k_2.jpg` - `src\dataset\images\IMG_20220804_105925_12kv3r7k_20.jpg` - `src\dataset\images\IMG_20220804_105937_12kv3r8k_3.jpg` - `src\dataset\images\IMG_20220804_105937_12kv3r8k_8.jpg` - `src\dataset\images\IMG_20220804_110009_12kv3r12k_22.jpg` - `src\dataset\images\IMG_20220804_110027_12kv3r14k_15.jpg` - `src\dataset\images\IMG_20220804_110027_12kv3r14k_4.jpg` - `src\dataset\images\IMG_20220804_110038_12kv3r15k_2.jpg` - `src\dataset\images\IMG_20220804_110038_12kv3r15k_5.jpg` - `src\dataset\images\IMG_20220804_110113_12kv3r20k_0.jpg` - `src\dataset\images\IMG_20220804_110113_12kv3r20k_22.jpg` - `src\dataset\images\IMG_20220804_110138__12kv3r24k_0.jpg` - `src\dataset\images\IMG_20220804_110138__12kv3r24k_24.jpg` - `src\dataset\images\IMG_20220804_110138__12kv3r24k_26.jpg` - `src\dataset\images\IMG_20220804_110317_12kv4r1k_0.jpg` - `src\dataset\images\IMG_20220804_110317_12kv4r1k_1.jpg` - `src\dataset\images\IMG_20220804_110317_12kv4r1k_4.jpg` - `src\dataset\images\IMG_20220804_110334_12kv4r3k_14.jpg` - `src\dataset\images\IMG_20220804_110334_12kv4r3k_18.jpg` - `src\dataset\images\IMG_20220804_110343_12kv4r4k_0.jpg` - `src\dataset\images\IMG_20220804_110359_12kv4r5k_0.jpg` - `src\dataset\images\IMG_20220804_110359_12kv4r5k_1.jpg` - `src\dataset\images\IMG_20220804_110359_12kv4r5k_12.jpg` - `src\dataset\images\IMG_20220804_110359_12kv4r5k_15.jpg` - `src\dataset\images\IMG_20220804_110359_12kv4r5k_2.jpg` - `src\dataset\images\IMG_20220804_110409_12kv4r6k_0.jpg` - `src\dataset\images\IMG_20220804_110409_12kv4r6k_1.jpg` - `src\dataset\images\IMG_20220804_110409_12kv4r6k_18.jpg` - `src\dataset\images\IMG_20220804_110409_12kv4r6k_19.jpg` - `src\dataset\images\IMG_20220804_110409_12kv4r6k_2.jpg` - `src\dataset\images\IMG_20220804_110409_12kv4r6k_21.jpg` - `src\dataset\images\IMG_20220804_110409_12kv4r6k_3.jpg` - `src\dataset\images\IMG_20220804_110409_12kv4r6k_7.jpg` - `src\dataset\images\IMG_20220804_110419_12kv4r7k_1.jpg` - `src\dataset\images\IMG_20220804_110419_12kv4r7k_2.jpg` - `src\dataset\images\IMG_20220804_110419_12kv4r7k_4.jpg` - `src\dataset\images\IMG_20220804_110419_12kv4r7k_5.jpg` - `src\dataset\images\IMG_20220804_110443_12kv4r9k_1.jpg` - `src\dataset\images\IMG_20220804_110443_12kv4r9k_2.jpg` - `src\dataset\images\IMG_20220804_110454_12kv4r10k_0.jpg` - `src\dataset\images\IMG_20220804_110454_12kv4r10k_1.jpg` - `src\dataset\images\IMG_20220804_110454_12kv4r10k_24.jpg` - `src\dataset\images\IMG_20220804_110454_12kv4r10k_3.jpg` - `src\dataset\images\IMG_20220804_110502_12kv4r11k_21.jpg` - `src\dataset\images\IMG_20220804_110502_12kv4r11k_22.jpg` - `src\dataset\images\IMG_20220804_110502_12kv4r11k_3.jpg` - `src\dataset\images\IMG_20220804_110502_12kv4r11k_4.jpg` - `src\dataset\images\IMG_20220804_110502_12kv4r11k_5.jpg` - `src\dataset\images\IMG_20220804_110502_12kv4r11k_6.jpg` - `src\dataset\images\IMG_20220804_110520_12kv4r12k_0.jpg` - `src\dataset\images\IMG_20220804_110520_12kv4r12k_18.jpg` - `src\dataset\images\IMG_20220804_110520_12kv4r12k_24.jpg` - `src\dataset\images\IMG_20220804_110531_12kv4r13k_0.jpg` - `src\dataset\images\IMG_20220804_110531_12kv4r13k_1.jpg` - `src\dataset\images\IMG_20220804_110531_12kv4r13k_10.jpg` - `src\dataset\images\IMG_20220804_110531_12kv4r13k_11.jpg` - `src\dataset\images\IMG_20220804_110531_12kv4r13k_2.jpg` - `src\dataset\images\IMG_20220804_110531_12kv4r13k_3.jpg` - `src\dataset\images\IMG_20220804_110531_12kv4r13k_7.jpg` - `src\dataset\images\IMG_20220804_110540_12kv4r14k_0.jpg` - `src\dataset\images\IMG_20220804_110551_12kv4r15k_19.jpg` - `src\dataset\images\IMG_20220804_110551_12kv4r15k_20.jpg` - `src\dataset\images\IMG_20220804_110551_12kv4r15k_23.jpg` - `src\dataset\images\IMG_20220804_110551_12kv4r15k_3.jpg` - `src\dataset\images\IMG_20220804_110559_12kv4r16k_0.jpg` - `src\dataset\images\IMG_20220804_110559_12kv4r16k_2.jpg` - `src\dataset\images\IMG_20220804_110559_12kv4r16k_24.jpg` - `src\dataset\images\IMG_20220804_110559_12kv4r16k_3.jpg` - `src\dataset\images\IMG_20220804_110559_12kv4r16k_4.jpg` - `src\dataset\images\IMG_20220804_110610_12kv4r17k_14.jpg` - `src\dataset\images\IMG_20220804_110610_12kv4r17k_15.jpg` - `src\dataset\images\IMG_20220804_110610_12kv4r17k_21.jpg` - `src\dataset\images\IMG_20220804_110620_12kv4r18k_0.jpg` - `src\dataset\images\IMG_20220804_110620_12kv4r18k_15.jpg` - `src\dataset\images\IMG_20220804_110620_12kv4r18k_8.jpg` - `src\dataset\images\IMG_20220804_110630_12kv4r19k_0.jpg` - `src\dataset\images\IMG_20220804_110630_12kv4r19k_18.jpg` - `src\dataset\images\IMG_20220804_110630_12kv4r19k_19.jpg` - `src\dataset\images\IMG_20220804_110630_12kv4r19k_22.jpg` - `src\dataset\images\IMG_20220804_110630_12kv4r19k_25.jpg` - `src\dataset\images\IMG_20220804_110630_12kv4r19k_3.jpg` - `src\dataset\images\IMG_20220804_110630_12kv4r19k_4.jpg` - `src\dataset\images\IMG_20220804_110630_12kv4r19k_5.jpg` - `src\dataset\images\IMG_20220804_110630_12kv4r19k_7.jpg` - `src\dataset\images\IMG_20220804_110655_12kv4r21k_14.jpg` - `src\dataset\images\IMG_20220804_110655_12kv4r21k_3.jpg` - `src\dataset\images\IMG_20220804_110655_12kv4r21k_6.jpg` - `src\dataset\images\IMG_20220804_110705_12kv4r22k_0.jpg` - `src\dataset\images\IMG_20220804_110705_12kv4r22k_1.jpg` - `src\dataset\images\IMG_20220804_110705_12kv4r22k_10.jpg` - `src\dataset\images\IMG_20220804_110705_12kv4r22k_13.jpg` - `src\dataset\images\IMG_20220804_110705_12kv4r22k_14.jpg` - `src\dataset\images\IMG_20220804_110705_12kv4r22k_15.jpg` - `src\dataset\images\IMG_20220804_110705_12kv4r22k_16.jpg` - `src\dataset\images\IMG_20220804_110705_12kv4r22k_17.jpg` - `src\dataset\images\IMG_20220804_110705_12kv4r22k_18.jpg` - `src\dataset\images\IMG_20220804_110705_12kv4r22k_19.jpg` - `src\dataset\images\IMG_20220804_110705_12kv4r22k_20.jpg` - `src\dataset\images\IMG_20220804_110705_12kv4r22k_21.jpg` - `src\dataset\images\IMG_20220804_110705_12kv4r22k_5.jpg` - `src\dataset\images\IMG_20220804_110715_12kv4r23k_0.jpg` - `src\dataset\images\IMG_20220804_110715_12kv4r23k_13.jpg` - `src\dataset\images\IMG_20220804_110715_12kv4r23k_16.jpg` - `src\dataset\images\IMG_20220804_110715_12kv4r23k_2.jpg` - `src\dataset\images\IMG_20220804_110715_12kv4r23k_21.jpg` - `src\dataset\images\IMG_20220804_110715_12kv4r23k_26.jpg` - `src\dataset\images\IMG_20220804_110715_12kv4r23k_27.jpg` - `src\dataset\images\IMG_20220804_110715_12kv4r23k_3.jpg` - `src\dataset\images\IMG_20220804_110715_12kv4r23k_6.jpg` - `src\dataset\images\IMG_20220804_110715_12kv4r23k_7.jpg` - `src\dataset\images\IMG_20220804_110715_12kv4r23k_8.jpg` - `src\dataset\images\IMG_20220804_110715_12kv4r23k_9.jpg` ## Labels without image - `src\dataset\labels\labels.txt`
path: datasets/pear train: images/train val: images/val nc: 1 names: ['class0']
训练集目录
训练命令（可复制到终端执行）
python vision/train.py --data "/www/wwwroot/Intelligent_Pear_Orchard/springboot/vision/data_train.yaml" --epochs 50 --imgsz 640
进度
0%
训练进度解读
状态
{running=false, startedAt=null, exitCode=null, lastError=null, logFile=/www/wwwroot/Intelligent_Pear_Orchard/springboot/vision/logs/train.log, bestModelPath=null, epochCurrent=50, epochTotal=50, progressPercent=100}
训练日志（tail）
自动刷新：开启
输出