Ещё в тему отладки и объяснения сетей, на этот раз в основном картиночных. Библиотека для торча с реализацией основных методов explainability.
GitHub
#debugging #XAI
GitHub
#debugging #XAI
GitHub
GitHub - jacobgil/pytorch-grad-cam: Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification…
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more. - jacobgil/pytorch-grad-cam
Тэги доступные в канале на данный момент:
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#alphafold2, #astronomy, #audio, #augmentation, #automl, #bayes, #biology, #botany, #captioning, #categorical, #chemistry, #classification, #clip, #cnn, #code, #community, #competition, #compression, #conference, #contrastivelearning, #course, #datasets, #debugging, #demo, #depth, #detection, #diffusion, #dilation, #dimensionality, #distillation, #earthscience, #economics, #explainability, #gan, #generative, #geometric, #gnn, #gpt, #gpu, #graph, #hardware, #holdontoyoirpapers, #image2text, #images, #inference, #joke, #julia, #jupyterlab, #jupyterlite, #labeling, #latex, #lnl, #medicine, #metrics, #mlp, #money, #multimodal, #nas, #news, #nlp, #noise, #novelviews, #optimizer, #outliers, #physics, #presentation, #python, #resnet, #resources, #rl, #rnn, #rocauc, #science, #scientificml, #segmentation, #SSL, #XAI, #separation, #sequences, #signal, #social, #sound, #speech, #styletransfer, #superresolution, #tabular, #text2image, #theory, #torrent, #training, #transformer, #translate, #tutorial, #twominutespapers, #video, #visualization, #waveforms, #гумунитарии, #дьяконов, #книги, #отборочные