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Why is the normalization operation canceled during data augmentation? Does this have any impact on the segmentation task? I saw that the official code of mocov3 has a normalize operation
Wt-Yu updated
1 month ago
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Let's show this works for non-medical data too. We can try a recommender system dataset:
- [ ] Preprocess the [yelp](https://www.yelp.com/dataset/documentation/main) dataset. It is downloaded to `/st…
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Creators of applications in the medical domain often deal with medical images, such as ultrasound images or CT scans. In this domain, data summarization and validation are of vital importance. For ex…
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### Version
1
### DataCap Applicant
Hunter
### Project ID
1
### Data Owner Name
Shenyang Dongya Medical Research Institute Co.
### Data Owner Country/Region
China
### Data Owner Industry
Li…
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Hello,
thank you for the great work and the great repo.
I attempted to reproduce the pre-training of MAE-ViT-Large, and performed 68 epochs on a chest x -rays dataset with about 300 k medical im…
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Can you provide a code to crop or downsample the OASIS data? I will lose some necessary information in the data processing process and cannot get the complete image data like you do.
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I am very interested in the dataset .Could you please share if the dataset is available for further academic inquiry?
Thank you for your time and consideration.
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Is it normal that almost res reports are the same？ I also find that the more epoches finished , the same reports are less . But after 20 epoched finished , they are also so many same reports.
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1benv updated
1 month ago
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Is it possible to swap out the vision encoder to a custom vision endoer (custom DINOv2 model) for these models and still run the full training script?
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### Data Owner Name
Shenyang Dongya Medical Research Institute Co.
### Data Owner Country/Region
China
### Data Owner Industry
Life Science / Healthcare
### Website
https://www.sy…