NICO dataset is dedicatedly designed for Non-I.I.D. or OOD (Out-of-Distribution) image classification. NICO_datasets.txt
NICO dataset is dedicatedly designed forNon-I.I.D.orOOD(Out-of-Distribution) image classification. It simulates a real world setting that the testing distribution may induce arbitrary shifting from the training distribution, which violates the traditional I.I.D. hypothesis of most ML methods. The...
1.使用的数据集是开源的人脸口罩数据集: https://github.com/X-zhangyang/Real-World-Masked-Face-Dataset。数据集基本都是标佩戴。 2.所用的模型训练框架是 yolov5 lite ,在移动端上在保证精度的同时,如果能用上GPU加速,速度能达到10FPS以上。 3.把训练好的模型先onnx,简化之后再转ncnn的模型,这个可以参考n...
针对这些问题,近日,清华大学计算机系长聘副教授崔鹏团队构建了一个新型的具有跨数据集泛化性指标的数据集NICO,该数据集的发布旨在引起大家对新型数据集的更多关注,并促进对人工智能内在学习机制的研究。 AI科技评论邀请到崔鹏团队对NICO数据集及其背后的论文:《Towards Non-IID Image Classification: A Dataset and Basel...