Gradio

YOLOER V2 - Realtime Distance Estimation on CPU

YOLOER V2 tren Hugging Face Spaces (CPU realtime webcam). Object detection da chuyen sang YOLOE (THU-MIG) de tang do chinh xac. Engine su dung adaptive infer (fast frame + hires refresh) va depth async de giam lag. Co the nhap prompt classes de tap trung vao nhom vat the muc tieu. Co the bat MiDaS v2.1 Small de phan tich depth va toa do 3D theo thoi gian thuc.

Performance profile

Task query for smart agent

Gemini API key (optional, session only)

Webcam

Confidence threshold

0.1 0.9

IoU threshold

0.1 0.9

Inference image size

192 512

Max detections

1 60

Distance smoothing

0 0.95

YOLOE prompt classes (optional, comma-separated)

Enable MiDaS v2.1 Small depth

Depth overlay alpha

0 0.7

Depth update every N frames

1 8

Result

Runtime stats

Guidance plan will appear here.

Planner JSON