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pytorch/vision

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Datasets, Transforms and Models specific to Computer Vision

6 mentions on Hacker News by 5 people: 1 story, 5 comments · first 2017-01-19 · latest 2025-05-04

Mentions per year 6 mentions · busiest year 2021 (3)
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  1. ConvNeXT's architecture contains an AdaptiveAvgPool2d layer: https://github.com/pytorch/vision/blob/5f03dc524bdb7529bb4f2... This means that you can split your image into tiles, process each tile individually, average the results, apply a…
    comment by threeducks · 2025-05-04 · in The Speed of VITs and CNNs
  2. …It's based off the data but it's not clear exactly how they ended up with those numbers. [0] [0] https://github.com/pytorch/vision/issues/1439
    comment by cinntaile · 2021-10-28 · in Our datasets are flawed. ImageNet has an error rate of ~5.8%
  3. …example is the recent support from torchvision for extracting intermediate feature activations ( https://github.com/pytorch/vision/releases/tag/v0.11.0 ). Like, sure, it was probably possible to refactor all of their code to enable users…
    comment by chillee · 2021-10-22 · in PyTorch 1.10
  4. …tps://pytorch.org/tutorials/intermediate/fx_profiling_tuto... ) or extracting intermediate features ( https://github.com/pytorch/vision/releases/tag/v0.11.0 ). Basically, if you want a graph representation of a PyTorch module that's really…
    comment by chillee · 2021-10-22 · in PyTorch 1.10
  5. torch.nn offers a very similar interface to Keras (e.g. see Alexnet definition at https://github.com/pytorch/vision/blob/master/torchvision/mo... ).
    comment by apaszke · 2017-01-19 · in PyTorch – Tensors and Dynamic neural networks in Python