Collection of upvoted projects by Marcin Zabłocki.
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Shape inference for PyTorch (like Keras) & new layers
pytorch library inference shape
Image Super-Resolution
In this project we learn how to train a super-resolution model ESPCN on DIV2K dataset to upscale images using AI by 3x
super-resolution deep-learning computer-vision machine-learning
Custom Classifier on Top of Bert-like Language Model
Take pre-trained language model and build custom classifier on top of it.
bert language-modeling pytorch pytorch-lightning
Understanding & Implementing SimCLR - an ELI5 guide
I explain the SimCLR and its contrastive loss function step by step, build image embeddings and then show how to use them to train image classifier on top.
deep-learning computer-vision pytorch self-supervised-learning
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Data Engineer / Machine Learning Engineer @ Egnyte
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