🦺 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_v20260529_report安全繩2026-05-29DINOv3-S RoI Align HD 1280×720best.pt ⬇
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 ⬇
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_yolo26s_v20260602_1280_report人形偵測2026-06-02best.pt ⬇
person_yolo26s_v20260601_1280_report人形偵測2026-06-01best.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_v20260530_report堆高機2026-05-30YOLO26n det +rectangle fixbest.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_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_v20260602b_report火煙偵測2026-06-02MobileNetV3-L 2-binary headsbest.pt ⬇
fire_smoke_v20260601c_report火煙偵測2026-06-01MobileNetV3-L 2-binary headsbest.pt ⬇
fire_smoke_v20260601_report火煙偵測2026-06-01MobileNetV3-L 2-binary headsbest.pt ⬇
fire_smoke_temporal_v20260603_report火煙偵測2026-06-03best.pt ⬇
factory_ppe_v20260603_reportPPE 屬性2026-06-03MobileNetV3-L partial-label BCE 21/22-attrbest.pt ⬇
factory_ppe_v20260602_reportPPE 屬性2026-06-02MobileNetV3-L partial-label BCE 21/22-attrbest.pt ⬇
factory_ppe_v20260601b_reportPPE 屬性2026-06-01MobileNetV3-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 ⬇
cup_holder_v20260603_report其他2026-06-03best.pt ⬇
cup_holder_v20260602_report其他2026-06-02best.pt ⬇
age_gender_v20260508_report年齡性別2026-05-08MobileNetV3-L multi-headbest.pt ⬇
person_detector_upgrade_decision_report人形偵測
safety_rope_fp_research_report安全繩
cascade_v530_diagnosis_report其他
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