xiaoqi-wang/

miqd-2.5m

[Database: MIQD-2.5M] Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models

Xiaoqi Wang, Yun Zhang, Weisi LinSun Yat-sen University | Nanyang Technological University | 📖 Paper | 👨‍💻 Code

2.5M degraded images from 10,000 originals
3 vision tasks: Image Classification (ImageNet) Object Detection (COCO) Instance Segmentation (COCO)

10 distortion types × 5 levels × 3 region patterns75 models used for generating quality… See the full description on the dataset page: https://huggingface.co/datasets/xiaoqi-wang/miqd-2.5m.