重新整理了一些效果比较好的开源项目:
https://github.com/dog-qiuqiu/Yolo-Fastest
Evaluating indicator/Benchmark
有预训练权重的:
https://github.com/AlexeyAB/darknet#pre-trained-models
MobileNetV2-YOLOv3-Lite&Nano Darknet
Mobile inference frameworks benchmark (4*ARM_CPU)
Network | VOC mAP(0.5) | COCO mAP(0.5) | Resolution | Inference time (NCNN/Kirin 990) | Inference time (MNN arm82/Kirin 990) | FLOPS | Weight size |
---|---|---|---|---|---|---|---|