Top 6 Python vit Projects

LaTeX-OCR

21 10,711 3.6 Python

pix2tex: Using a ViT to convert images of equations into LaTeX code.

Project mention: Detexify LaTeX Handwriting Symbol Recognition | news.ycombinator.com | 2023-11-14

towhee

26 2,970 8.6 Python

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

Project mention: FLaNK Stack Weekly for 14 Aug 2023 | dev.to | 2023-08-14

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.
PaddleViT

2 1,169 0.0 Python

:robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+
inference

5 1,015 9.9 Python

A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models. (by roboflow)

Project mention: Supervision: Reusable Computer Vision | news.ycombinator.com | 2024-03-24

Yeah, inference[1] is our open source package for running locally (either directly in Python or via a Docker container). It works with all the models on Universe, models you train yourself (assuming we support the architecture; we have a bunch of notebooks available[2]), or train in our platform, plus several more general foundation models[3] (for things like embeddings, zero-shot detection, question answering, OCR, etc).
We also have a hosted API[4] you can hit for most models we support (except some of the large vision models that are really GPU-heavy) if you prefer.
[1] https://github.com/roboflow/inference
[2] https://github.com/roboflow/notebooks
[3] https://inference.roboflow.com/foundation/about/
[4] https://docs.roboflow.com/deploy/hosted-api

Adan

1 726 4.4 Python

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
PyTorch-Vision-Transformer-ViT-MNIST-CIFAR10

2 58 8.0 Python

Simplified Pytorch implementation of Vision Transformer (ViT) for small datasets like MNIST, FashionMNIST, SVHN and CIFAR10.

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). The latest post mention was on 2024-03-24.