Feng Li comments

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                                            Feng Li

Any hint to find the implementation of Look Forward Twice in Code?

It's just one line of code to implement it, controlled by the parameter `rm_detach`. https://github.com/IDEACVR/DINO/blob/8758cf02146f306dc36babab4fff1f09c114c682/models/dino/deformable_transformer.py#L773

DINO Contributors, your guys are very awesome!

Thanks for your encouraging feedback. We are taking efforts to make a better repo for DINO, stay tuned!

will DINO Code be implemented in mmdetection project?

We will consider your suggestion to make the open-source code more user-friendly. Thank you.

Does this project require a lot of RAM and video memory resources?

Around 15G mem is enough for batchsize 2.

Results on fp16

We did not test the results with fp16 under ResNet-50. We will consider adding this experiment in our next version.

Will the code for objects365 pretrain open source?

We have no plan to release this code for now. We will consider releasing the code of this large model after this paper gets peer-reviewed. Stay tuned! Thank you for...

how to add DN to Vallina-DETR like model

You can refer to [this issue](https://github.com/IDEA-opensource/DN-DETR/issues/4) for more details.

questions about Mask DINO for semantic segmentation

1. No. We use DINO, which is totally different from Mask2Former. 2. No. We use the original masks in semantic segmentation. 3. We agree that is one difference. 4. In...

wrong spelling

Thanks for your careful reading. We will update this typo in our next version.

Tentative date for code release

We also want to release it earlier, but we are still not sure as the paper has not been peer-reviewed. The estimated time of code release is November, but not...