Top 4 Python fashion-mnist Projects

fashion-mnist

15 11,439 0.0 Python

A MNIST-like fashion product database. Benchmark :point_down:

Project mention: Logistic Regression for Image Classification Using OpenCV | news.ycombinator.com | 2023-12-31

In this case there's no advantage to using logistic regression on an image other than the novelty. Logistic regression is excellent for feature explainability, but you can't explain anything from an image.
Traditional classification algorithms but not deep learning such as SVMs and Random Forest perform a lot better on MNIST, up to 97% accuracy compared to the 88% from logistic regression in this post. Check the Original MNIST benchmarks here: http://fashion-mnist.s3-website.eu-central-1.amazonaws.com/#

disentangling-vae

1 753 0.0 Python

Experiments for understanding disentanglement in VAE latent representations
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Angular-Penalty-Softmax-Losses-Pytorch

1 475 0.0 Python

Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
fashion-segmentation

1 33 0.0 Python

A tensorflow model for segmentation of fashion items out of multiple product images

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).