Quantization Effects on Neural Networks Perception: How would quantization change the perceptual field of vision models?

Mohamed Amine Kerkouri, Marouane Tliba, Aladine Chetouani +1

Neural network quantization is a critical technique for deploying models on resource-limited devices. Despite its widespread use, the impact of quantization on model perceptual fie…