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I'm wondering if there is interest from the maintainers (and the community) on implementing some non-orthogonal variants of product quantization into faiss?
I have observed that these methods tend …
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# Summary
Hi,
I have trained an IVFPQ faiss index with flatL2 quantizer on a vocabulary. Now, I am trying "search" function of faiss index to find closest match for keywords from the vocabulary.
Fo…
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https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet
https://ai.googleblog.com/2019/05/efficientnet-improving-accuracy-and.html
https://www.youtube.com/watch?v=3svIm5UC94I
T…
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I am trying to implement the VQ-VAE using TensorFlow 2.X.
I borrow the code of the VQ-VAE training from [this github][1] which is written in TF 2x. and I'm working on merging the Keras code of Pixel…
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have you tried to convert the dep sort reidentification model to tpu?
https://github.com/nwojke/deep_sort
mars-small128.pb
it would be nice to have
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Choosing an object detection and tracking approach for an application nowadays might become overwhelming. This article is an endeavor to summarize the best methods and trends in these essential topics…
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**System information**
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Linux Ubuntu 18.04
- TensorFlow installed from (source or binary): binary
- TensorFlow version (or github SHA if fr…
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Was going through : https://github.com/facebookresearch/faiss/wiki/Guidelines-to-choose-an-index
This mentions few clustering options :
IVF65536_HNSW32 : dataset size 1m-10m
IVF262144_HNSW32 : dat…
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Hi, nice work you've done! I was wondering if you had any visualisation of trained vq embedding space? I've been trying to reproduce the paper as well, but the model seems not to use the global condit…
ghost updated
4 years ago
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Hi, there,
I did an experiment, and it turned out to be a little strange. The search result of GPU index is not the same as CPU, even although on the same dateset with the same index. The code is
…