Top 23 Python Classification Projects

Classification

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1. supervision

   1 27 34,444 9.8 Python

   We write your reusable computer vision tools. 💜

   

   Project mention: Show HN: Plug-and-play Python utils for any computer-vision pipeline | news.ycombinator.com | 2025-07-21

2. Civic Auth

   www.civic.com featured

   Simple auth for Python backends. Drop Civic Auth into your Python backend with just a few lines of code. Email login, SSO, and route protection built-in. Minimal config. Works with FastAPI, Flask, or Django.

   

3. labelme

   2 7 14,929 9.1 Python

   Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

   

   Project mention: Convert LabelMe Annotations to YOLO Format with labelme-to-yolo | dev.to | 2024-12-29

   Convert LabelMe format into YoloV7 format for instance segmentation.

4. X-AnyLabeling

   3 1 6,377 9.7 Python

   Effortless data labeling with AI support from Segment Anything and other awesome models.

   

5. orange

   4 27 5,315 9.5 Python

   🍊 :bar_chart: :bulb: Orange: Interactive data analysis

   

6. pointnet

   5 1 5,184 0.0 Python

   PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

   

7. torch2trt

   6 5 4,791 7.2 Python

   An easy to use PyTorch to TensorRT converter

   

8. Pointnet_Pointnet2_pytorch

   7 3 4,306 0.0 Python

   PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

   

9. Sevalla

   sevalla.com featured

   Deploy and host your apps and databases, now with $50 credit! Sevalla is the PaaS you have been looking for! Advanced deployment pipelines, usage-based pricing, preview apps, templates, human support by developers, and much more!

   

10. text-classification-cnn-rnn

    8 1 4,240 0.0 Python

    CNN-RNN中文文本分类，基于TensorFlow

    

11. pointnet2

    9 2 3,454 0.0 Python

    PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

    

12. lazypredict

    10 3 3,208 7.7 Python

    Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

    

13. InvoiceNet

    11 4 2,613 3.4 Python

    Deep neural network to extract intelligent information from invoice documents.

    

14. efficientnet

    12 9 2,090 0.0 Python

    Implementation of EfficientNet model. Keras and TensorFlow Keras.

    

15. ml-cvnets

    13 4 1,902 4.8 Python

    CVNets: A library for training computer vision networks

    

16. EasyCV

    14 2 1,884 2.6 Python

    An all-in-one toolkit for computer vision

    

17. inference

    15 8 1,893 10.0 Python

    Turn any computer or edge device into a command center for your computer vision projects. (by roboflow)

    

18. awesome-fraud-detection-papers

    16 51 1,705 3.4 Python

    A curated list of data mining papers about fraud detection.

    

19. PyPOTS

    17 50 1,714 9.6 Python

    A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values

    

20. awesome-openai-vision-api-experiments

    18 1 1,684 0.0 Python

    Must-have resource for anyone who wants to experiment with and build on the OpenAI vision API 🔥

    

21. eda_nlp

    19 1 1,643 0.0 Python

    Data augmentation for NLP, presented at EMNLP 2019

    

22. AlphaPy

    20 25 1,609 2.6 Python

    Python AutoML for Trading Systems and Sports Betting

    

23. mmrazor

    21 4 1,600 0.0 Python

    OpenMMLab Model Compression Toolbox and Benchmark.

    

24. MLBox

    22 1 1,520 0.0 Python

    MLBox is a powerful Automated Machine Learning python library.

    

25. pycm

    23 18 1,484 6.6 Python

    Multi-class confusion matrix library in Python

    

26. InfluxDB

    www.influxdata.com featured

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    

Python Classification related posts

• MISP galaxy – cybersecurity and other related knowledge base

  1 project | news.ycombinator.com | 20 May 2024

• Getting Started with Gemma Models

  4 projects | dev.to | 15 Apr 2024

• Show HN: Toolkit for LLM Fine-Tuning, Ablating and Testing

  2 projects | news.ycombinator.com | 7 Apr 2024

• A History of CLIP Model Training Data Advances

  8 projects | dev.to | 13 Mar 2024

• AlphaPy: machine learning framework built on sklearn and pandas. Support pyfolio/xgboost/lightgmb/catboost(gradient boosting on decision tress) etc. Examples include financial market prediction/sports prediction/kaggle. Configurations are set though

  1 project | /r/algoprojects | 10 Dec 2023

• Zephyr-7B QLoRA Benchmark for Summarization and Classification

  1 project | /r/LocalLLaMA | 29 Nov 2023

• Show HN: Finetuning LLMs: Open-source vs. Close-source

  1 project | news.ycombinator.com | 8 Oct 2023
• A note from our sponsor - InfluxDB
  www.influxdata.com | 31 Aug 2025

  InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now. Learn more →

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