Top 4 fashion-mnist Open-Source Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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Angular-Penalty-Softmax-Losses-Pytorch
Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
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fashion-segmentation
A tensorflow model for segmentation of fashion items out of multiple product images
Project mention: Logistic Regression for Image Classification Using OpenCV | news.ycombinator.com | 2023-12-31In 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/#
Index
What are some of the best open-source fashion-mnist projects? This list will help you:
Project | Stars | |
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1 | fashion-mnist | 11,439 |
2 | disentangling-vae | 766 |
3 | Angular-Penalty-Softmax-Losses-Pytorch | 476 |
4 | fashion-segmentation | 33 |
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