计算机视觉可以学习美式手语,进而帮助听力障碍群体吗?数据科学家 David Lee 用一个项目给出了答案。
计算机视觉可以学习美式手语,进而帮助听力障碍群体吗?
D 被预测为 F;
E 被预测为 T;
P 被预测为 Q;
R 被预测为 U。
Yolov5 GitHub 项目:https://github.com/ultralytics/yolov5
Yolov5 requirements:https://github.com/ultralytics/yolov5/blob/master/requirements.txt
Cudnn 安装指南:https://docs.nvidia.com/deeplearning/cudnn/install-guide/index.html
OpenCV 安装指南:https://www.codegrepper.com/code-examples/python/how+to+install+opencv+in+python+3.8
Roboflow 增强流程:https://docs.roboflow.com/image-transformations/image-augmentation
常用图像数据增强技术综述论文:https://journalofbigdata.springeropen.com/articles/10.1186/s40537-019-0197-0#Sec3
Pillow 库:https://pillow.readthedocs.io/en/latest/handbook/index.html
labelImg:https://github.com/tzutalin/labelImg
Albumentations 库:https://github.com/albumentations-team/albumentations