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In my quest for ever-faster image data pipelines for training neural nets, I've been playing around with the source code to figure out how to reduce allocations when decoding images. I'm writing here …
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We have observed that in (at this point specifically) neural network applications, it might make sense to filter the graph after the data has been generated. This could work as follows:
1) Do partit…
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This issue is to maintain a list of some algorithms that seem particularly useful to implement. Currently up on the docket are:
- [x] [Deep High-Resolution Representation Learning for Human Pose Es…
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## 🚀 Feature
Currently you cannot use digits in names of tensors. Please allow digits, so that `torch.randn(64, 64, 4, 4, names=("height", "width", "channel_0", "channel_1"))` works rather than thr…
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(tensorflow) forensics@forensics-hdu:~/CGvsPG/pycodes$
(tensorflow) forensics@forensics-hdu:~/CGvsPG/pycodes$
(tensorflow) forensics@forensics-hdu:~/CGvsPG/pycodes$ CUDA_VISIBLE_DEVICES=0 python m…
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Hi, Alexandre, Nicolas and Co. First of all congratulations because after triying OpenUnmix, Spleeter or ConvTasnet code I agreed that Demucs gets more musical tracks than the other models.
In the t…
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The idea of representing a fundamental model of the universe, or even a multiverse, through mathematical structures like those involved in Bott periodicity and unitary groups is indeed a profound and …
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https://www.zhihu.com/question/329372124
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Is there something like Anime4k but for live action videos like movies and TV shows? It works great on anime and other animated media but doesn't work so well for live action of course, so I'm wonderi…
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Hey there !
Nice work on using perceptual loss for image compression using NN.
I had something similar in mind and thought of trying. I came across your code and found it interesting that you ha…