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Computer Vision

Computer Vision

Quantization in Computer Vision

Your model runs 2–4× faster after quantization. Memory drops. Latency improves. Deployment becomes possible on edge devices. Quantization changes how your model represents information. Without understanding where that error comes from, you cannot tell which case you are in.

Computer Vision

Choosing the Right Camera for CV Application

When building a face recognition–based attendance system, the camera is not just an accessory — it's the foundation of your entire pipeline.