Closed zhimengf closed 2 years ago
In the paper of scaled-yolov4, the author said:
We use MSCOCO 2017 object detection dataset to verfy the proposed scaled-YOLOv4
So it means yolov4-tiny is trained on coco2017.
From the first author's repo: https://github.com/WongKinYiu/ScaledYOLOv4/blob/yolov4-large/data/coco.yaml
we can see he used train2017.txt for training and val2017.txt for validation.
So my question is is the yolov4-tiny.weights pretrained model here is also trained on train2017.txt rather than trainvalno5k.txt?
You know, they are two different splits.
I confirmed it is trained on coco17, as mAP on 17 validation is lower than 5k.txt on coco14 yolo split. Recall that yolo split and coco17 split has overlap
closing now
In the paper of scaled-yolov4, the author said:
So it means yolov4-tiny is trained on coco2017.
From the first author's repo: https://github.com/WongKinYiu/ScaledYOLOv4/blob/yolov4-large/data/coco.yaml
we can see he used train2017.txt for training and val2017.txt for validation.
So my question is is the yolov4-tiny.weights pretrained model here is also trained on train2017.txt rather than trainvalno5k.txt?
You know, they are two different splits.