Python Classification

Open-source Python projects categorized as Classification

Top 23 Python Classification Projects

  • supervision

    We write your reusable computer vision tools. 💜

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

    You can always slice the images into smaller ones, run detection on each tile, and combine results. Supervision has a utility for this - https://supervision.roboflow.com/latest/detection/tools/infe..., but it only works with detections. You can get a much more accurate result this way. Here is some side-by-side comparison: https://github.com/roboflow/supervision/releases/tag/0.14.0.

  • labelme

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

    Project mention: labelme VS anylabeling - a user suggested alternative | libhunt.com/r/labelme | 2023-04-15
  • WorkOS

    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.

  • orange

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

    Project mention: Ask HN: What Underrated Open Source Project Deserves More Recognition? | news.ycombinator.com | 2024-03-07
  • pointnet

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

  • torch2trt

    An easy to use PyTorch to TensorRT converter

  • Pointnet_Pointnet2_pytorch

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

  • pointnet2

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

  • 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.

  • lazypredict

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

  • InvoiceNet

    Deep neural network to extract intelligent information from invoice documents.

  • efficientnet

    Implementation of EfficientNet model. Keras and TensorFlow Keras.

    Project mention: How did you make that?! | /r/deeplearning | 2023-06-10

    There was a recent paper by Facebook (2022), where they modernise a vanilla ConvNet by using the latest empirical design choices and manage to achieve state-of-the-art performance with it. This was also done before, with EffecientNet in 2019.

  • EasyCV

    An all-in-one toolkit for computer vision

    Project mention: FLaNK Stack Weekly for 20 June 2023 | dev.to | 2023-06-20

    All in One Computer Vision https://github.com/alibaba/EasyCV

  • ml-cvnets

    CVNets: A library for training computer vision networks

    Project mention: Apple Researchers Introduce ByteFormer: An AI Model That Consumes Only Bytes And Does Not Explicitly Model The Input Modality - MarkTechPost | /r/singularity | 2023-06-16

    https://github.com/apple/ml-cvnets/tree/main/examples/byteformer - Where the code will be located once uploaded

  • eda_nlp

    Data augmentation for NLP, presented at EMNLP 2019

  • awesome-fraud-detection-papers

    A curated list of data mining papers about fraud detection.

    Project mention: awesome-fraud-detection-papers: NEW Extended Research - star count:1346.0 | /r/algoprojects | 2023-05-13
  • MLBox

    MLBox is a powerful Automated Machine Learning python library.

  • pycm

    Multi-class confusion matrix library in Python

    Project mention: PyCM 4.0 Released: Multilabel Confusion Matrix Support | /r/coolgithubprojects | 2023-06-07
  • mmrazor

    OpenMMLab Model Compression Toolbox and Benchmark.

  • PaddleViT

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

  • AlphaPy

    Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost

    Project mention: 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 | /r/algoprojects | 2023-12-10
  • TencentPretrain

    Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

  • ttach

    Image Test Time Augmentation with PyTorch!

  • inference

    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

  • tsfel

    An intuitive library to extract features from time series.

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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.

Python Classification related posts

Index

What are some of the best open-source Classification projects in Python? This list will help you:

Project Stars
1 supervision 13,309
2 labelme 12,135
3 orange 4,563
4 pointnet 4,529
5 torch2trt 4,341
6 Pointnet_Pointnet2_pytorch 3,108
7 pointnet2 2,875
8 lazypredict 2,645
9 InvoiceNet 2,361
10 efficientnet 2,054
11 EasyCV 1,660
12 ml-cvnets 1,653
13 eda_nlp 1,536
14 awesome-fraud-detection-papers 1,525
15 MLBox 1,470
16 pycm 1,423
17 mmrazor 1,335
18 PaddleViT 1,169
19 AlphaPy 1,041
20 TencentPretrain 972
21 ttach 940
22 inference 870
23 tsfel 821
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com