Top 8 Python Fashion 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/#

PIFu

3 1,734 0.0 Python

This repository contains the code for the paper "PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization"
InfluxDB

www.influxdata.com sponsored

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.
cloth-segmentation

2 480 0.0 Python

This repo contains code and a pre-trained model for clothes segmentation.
zozo-shift15m

3 161 4.5 Python

SHIFT15M: Fashion-specific dataset for set-to-set matching with several distribution shifts
TryOnGAN

1 83 0.0 Python

TryOnGAN: Unofficial Implementation
stable-fashion

2 78 10.0 Python

Stable Fashion: A prompt based virtual try on repository
3D-Magic-Mirror

2 66 6.0 Python

:dress:3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective:dress: Single-View 3D Reconstruction
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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).