🦺 RAI Vision 訓練報告目錄

所有報告皆為自包含 HTML（無外部依賴）。模型類型來自 scripts/model_meta.json。

報告任務訓練日期模型類型模型載點
safety_rope_v20260519_report安全繩2026-05-19DINOv3-S RoI Align HD 1280×720best.pt ⬇
safety_rope_v20260518_report安全繩2026-05-18DINOv3-S RoI Align HD 1280×720best.pt ⬇
safety_rope_v20260514_report安全繩2026-05-14DINOv3-S RoI Align HD 1280×720best.pt ⬇
river_debris_v20260512_report河川漂流物2026-05-12YOLO11n detbest.pt ⬇
river_debris_v20260511_report河川漂流物2026-05-11YOLO11n detbest.pt ⬇
river_debris_v20260510_report河川漂流物2026-05-10YOLO11n detbest.pt ⬇
ppe_attr_v20260415_reportPPE 屬性2026-04-15MobileNetV3-L partial-label BCEbest.pt ⬇
person_yolo26n_v20260527_report人形偵測2026-05-27YOLO26n det +SAM3 trainbest.pt ⬇
person_yolo26n_v20260526_report人形偵測2026-05-26YOLO26n det +SAM3 trainbest.pt ⬇
person_yolo26n_v20260521_report人形偵測2026-05-21YOLO26n det +SAM3 trainbest.pt ⬇
person_yolo11n_v20260518_report人形偵測2026-05-18YOLO11n detbest.pt ⬇
person_yolo11n_v20260502_report人形偵測2026-05-02YOLO11n detbest.pt ⬇
person_yolo11n_v20260501_report人形偵測2026-05-01YOLO11n detbest.pt ⬇
hooked_cls_v20260416b_report掛勾/門狀態2026-04-16MobileNetV3-L binary clsbest.pt ⬇
hooked_cls_v20260416_report掛勾/門狀態2026-04-16MobileNetV3-L binary clsbest.pt ⬇
hooked_cls_v20260415_report掛勾/門狀態2026-04-15MobileNetV3-L binary clsbest.pt ⬇
forklift_yolo26n_v20260528_report堆高機2026-05-28YOLO26n det +rectangle fixbest.pt ⬇
forklift_yolo26n_v20260526_report堆高機2026-05-26YOLO26n det +rectangle fixbest.pt ⬇
forklift_yolo26n_v20260526_b_report堆高機2026-05-26YOLO26n det +rectangle fixbest.pt ⬇
forklift_yolo11n_v20260518_report堆高機2026-05-18YOLO11n detbest.pt ⬇
forklift_yolo11n_v20260514_report堆高機2026-05-14YOLO11n detbest.pt ⬇
forklift_yolo11n_v20260502_report堆高機2026-05-02YOLO11n detbest.pt ⬇
fire_smoke_v20260527_report火煙偵測2026-05-27MobileNetV3-L 2-binary headsbest.pt ⬇
fire_smoke_v20260521_report火煙偵測2026-05-21MobileNetV3-L 2-binary headsbest.pt ⬇
fire_smoke_v20260518_report火煙偵測2026-05-18MobileNetV3-L 2-binary heads partial-label BCEbest.pt ⬇
factory_ppe_v20260526_reportPPE 屬性2026-05-26MobileNetV3-L partial-label BCE 21/22-attrbest.pt ⬇
factory_ppe_v20260522_reportPPE 屬性2026-05-22MobileNetV3-L partial-label BCE 21/22-attrbest.pt ⬇
factory_ppe_v20260521_reportPPE 屬性2026-05-21MobileNetV3-L partial-label BCE 21/22-attrbest.pt ⬇
door_state_v20260518_report掛勾/門狀態2026-05-18MobileNetV3-L 2-binary heads partial-label BCEbest.pt ⬇
door_state_v20260515_report掛勾/門狀態2026-05-15MobileNetV3-L 2-binary heads partial-label BCEbest.pt ⬇
door_state_v20260512_report掛勾/門狀態2026-05-12MobileNetV3-L 2-binary heads partial-label BCEbest.pt ⬇
age_gender_v20260508_report年齡性別2026-05-08MobileNetV3-L multi-headbest.pt ⬇
training_sop_v20260518其他2026-05-18——
v20260518_batch_report其他2026-05-18——
yolo_temporal_smoothing_v20260518其他2026-05-18——
ppe_labeling_priorities_v20260518其他2026-05-18——
ppe_sota_v20260518_report其他2026-05-18research ConvNeXt-L / VLM / Ensemble—
age_gender_v20260507_final_report年齡性別2026-05-07MobileNetV3-L multi-head final—
age_gender_v20260507_report年齡性別2026-05-07MobileNetV3-L multi-head age/gender—
age_gender_research_report年齡性別——
hatch_v20260505_report掛勾/門狀態2026-05-05MobileNetV3-L 2-binary heads—
safety_rope_v20260503_ablation_v3_report安全繩2026-05-03ablation SigLIP HD1280 / L / DINOv3-S—
safety_rope_v20260502_ablation_v2_report安全繩2026-05-02ablation 4 backbone × +photometric—
safety_rope_v20260502_ablation_report安全繩2026-05-02ablation 4 backbone—
safety_rope_jujia_test_report安全繩——
hatch_report掛勾/門狀態MobileNetV3-L 2-binary heads—
safety_rope_proposal_v2安全繩——
safety_rope_proposal安全繩——
factory_ppe_label_guidePPE 屬性——
person_seg_v20260421_report人形分割2026-04-21YOLO11n seg—
gradcam_mobilenetv3lGrad-CAM——

模型下載：R2 bucket (rai-models)
推論播放器：http://192.168.53.21:7861
訓練 SOP：v20260518