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[D] [R] Implementing (weakly) supervised semantic segmentation with modern models
June 7, 2023, 4:40 p.m. | /u/S00ley
Machine Learning www.reddit.com
I'm starting a side project that requires performing semantic segmentation on a large dataset of audio spectrograms (40k, with possible extensions of 10-100x more images). I have manually annotated around 300 of these, and was interested in what techniques I can use to automatically annotate the rest. I've started playing around with some hugging face models (I've implemented segformer and fine-tuned b0 on my dataset following [this post](https://huggingface.co/blog/fine-tune-segformer), without much success), which have raised several questions.
* The …
machinelearning modern pixel pixels segformer segmentation semantic
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