Glossary: Computer Vision Beyond the Basics

Quantization

Also written: quantize

Storing weights and activations with fewer bits, such as 8-bit INT8 instead of 32-bit floats. Models get four times smaller, but accuracy at strict IoU and speed on your hardware must be checked.