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TODO: motivate freezing: pipeline components, calibration, transfer/semisupervised learning
This should probably be a SLEP, but I just want it saved somewhere.
Features required for estimator fr…
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Comment below with a well-developed group question about the reading for this week's workshop.
One person can submit on the group's behalf and put the Group Name in the submission for credit.
Pl…
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## ❓ How to do something using DETR
Hey, so I would like to import detr_panoptic to libtorch c++, therefore I follow the tutorial: [pytorch_torchscript_model](https://pytorch.org/tutorials/advanced/c…
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Hi Tim,
Seeing this gave me an idea for a post-PhD project, which could be a possible sequel or companion book on the web and arxiv on DNNs in particular, i.e. "Deep Learning for Biodiversity Scien…
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I'd like to be able to use SCANVI for clustering – i.e. to learn this generative model in a purely unsupervised setting in which I do not yet have any cell type labels.
I believe this would be a r…
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I have been playing around with lightning pose the past few days and quite impressed with the training speed and performance!
Coming from DeepLabCut, I am testing LP on videos of mice captured fro…
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I am using UniMatch for domain adaptation according to your above suggestions as mentioned in #55 . But I am facing problems and errors.
1. As you said we should cutmix labeled data (source domain)…
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I am implementing semi-supervised learning pipeline where one task pipeline is as follow:
`S -> IMPUTER ENCODERS SEMISUPERVISED_CLASSIFIER CLASSIFIER`
In this task, the SEMISUPERVISED_CLASSIFIER tak…
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1.train data use my dataset, about 6k images,size is 1024*1024, only box label, no mask label;
config like coco-semisupervised, single-gpu, modify config:
IMS_PER_BATCH=8; base_lr:0.04/8, max_iter…
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Hello,
Thank you so much for providing hover as an open source tool!
I was wondering if it would be possible to have the option to make a semi-supervised fit with umap or ivis.
Indeed, from wha…