Top 5 novelty-detection Open-Source Projects
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fastdup
fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.
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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.
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awesome-video-anomaly-detection
Papers for Video Anomaly Detection, released codes collection, Performance Comparision.
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CSI
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: A Comprehensive Guide for Building Rag-Based LLM Applications | news.ycombinator.com | 2023-09-13This is a feature in many commercial products already, as well as open source libraries like PyOD. https://github.com/yzhao062/pyod
Project mention: [Online Leaderboard | Easy Evaluation] OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection | /r/DeepLearningPapers | 2023-06-28Open-sourced implementations of 40+ advanced methods (see our repo);
novelty-detection related posts
Index
What are some of the best open-source novelty-detection projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | pyod | 7,977 |
| 2 | fastdup | 1,412 |
| 3 | OpenOOD | 755 |
| 4 | awesome-video-anomaly-detection | 545 |
| 5 | CSI | 269 |
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