Comments (4)
Hello Mr. Zhang, I would like to perform instance tracking for fruits. Is it possible to achieve this using DVIS? I have already created a dataset for image segmentation and can train instance segmentation models. Do I need to annotate the tracking training dataset additionally, or is it possible to generate it directly?
from dvis.
Yes, DVIS can handle this task. You can try training DVIS using only an image segmentation dataset, but its performance may not be optimal for complex occlusion scenarios. The best advice is to combine your fruit image segmentation dataset with an OVIS dataset for joint training.
from dvis.
Thank you for your answer. Can I use other segmener like yolact? I need to improve the processing speed of the model.
from dvis.
I think it's okay, but I haven't tried it.
from dvis.
Related Issues (20)
- Training parameters HOT 2
- 单卡gpu 不支持推理吗 HOT 9
- how to export in onnx format HOT 3
- can not use demo file HOT 2
- 🐛[Bugs] I can't reproduce DVIS online results on Youtube-VIS 2019 HOT 4
- can not produce demos HOT 7
- no detection results on demo.py HOT 2
- Train on custom dataset HOT 8
- Dataset file missing HOT 6
- Exploring Real-time Video Instance Segmentation with DVIS Model HOT 2
- About the transformer denoising blocks (TD) HOT 1
- Some questions about your motivation of instance association.
- Problem when I evaluate DVIS(online) on OVIS dataset HOT 1
- Why add ID can make sure that the preframe information will not mix with next frame information.
- where coco2ytvis2019_train.json? HOT 6
- How to Train on New Data HOT 1
- The dataset “ytvis2021” does not have instances.json for validation and test sets. Where does their annotation information come from? HOT 2
- How to make a dataset for video instance segmentation model? HOT 3
- vspw inference results image pixels is all zero HOT 2
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