Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems. Learn more →
Top 23 Python Classification Projects
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Judoscale
Save 47% on cloud hosting with autoscaling that just works. Judoscale integrates with Django, FastAPI, Celery, and RQ to make autoscaling easy and reliable. Save big, and say goodbye to request timeouts and backed-up task queues.
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labelme
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 | 2024-12-29Convert LabelMe format into YoloV7 format for instance segmentation.
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X-AnyLabeling
Effortless data labeling with AI support from Segment Anything and other awesome models.
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InfluxDB
InfluxDB high-performance time series database. Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems.
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Pointnet_Pointnet2_pytorch
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
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lazypredict
Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning
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awesome-openai-vision-api-experiments
Must-have resource for anyone who wants to experiment with and build on the OpenAI vision API 🔥
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inference
Turn any computer or edge device into a command center for your computer vision projects. (by roboflow)
Project mention: Smart Waste Solutions: Integrating AI in Next-Gen Waste Sorting | dev.to | 2024-08-29Install packages required for running the inference. You can run the trained model Inference. This document is not meant to explain Ultralytics YOLO model training & various ways of optimizing inferences for your custom use-cases & requirements using Roboflow or Ultralytics HUB Inference . The Waste Category Predictor (AI Model) predicts the waste type and sends the signal to Arduino.
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PyPOTS
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
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CodeRabbit
CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
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).
Python Classification discussion
Python Classification related posts
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MISP galaxy – cybersecurity and other related knowledge base
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Getting Started with Gemma Models
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Show HN: Toolkit for LLM Fine-Tuning, Ablating and Testing
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A History of CLIP Model Training Data Advances
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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
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Zephyr-7B QLoRA Benchmark for Summarization and Classification
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Show HN: Finetuning LLMs: Open-source vs. Close-source
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A note from our sponsor - InfluxDB
influxdata.com | 29 Apr 2025
Index
What are some of the best open-source Classification projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | supervision | 26,491 |
| 2 | labelme | 14,376 |
| 3 | X-AnyLabeling | 5,395 |
| 4 | orange | 5,148 |
| 5 | pointnet | 4,965 |
| 6 | torch2trt | 4,729 |
| 7 | text-classification-cnn-rnn | 4,206 |
| 8 | Pointnet_Pointnet2_pytorch | 4,085 |
| 9 | pointnet2 | 3,251 |
| 10 | lazypredict | 3,134 |
| 11 | InvoiceNet | 2,584 |
| 12 | efficientnet | 2,083 |
| 13 | ml-cvnets | 1,859 |
| 14 | EasyCV | 1,849 |
| 15 | awesome-openai-vision-api-experiments | 1,679 |
| 16 | awesome-fraud-detection-papers | 1,671 |
| 17 | inference | 1,640 |
| 18 | eda_nlp | 1,623 |
| 19 | mmrazor | 1,580 |
| 20 | MLBox | 1,503 |
| 21 | pycm | 1,475 |
| 22 | AlphaPy | 1,462 |
| 23 | PyPOTS | 1,384 |
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