Edge AI
Quantization
Demo
MobileNetV2 · COCO-SSD · FP32 vs INT8 · Real-time Object Detection
Waiting to start…
FP32 — Full Precision
Click "Start Demo" to begin
Model Precision
FP32
INT8
FP32
— 32-bit floats · ~27 MB · baseline
INT8
— 8-bit integers · ~7 MB · quantized
Live Metrics
Latency
—
ms
Throughput
—
fps
Objects found
—
Model size
—
MB
Session Comparison
FP32 latency
—
INT8 latency
—
Speedup:
—
Event Log
▶ Start Demo