Top 5 clip-model Open-Source Projects
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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-clip-papers
The most impactful papers related to contrastive pretraining for multimodal models!
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concept-space-traversal-plugin
Traverse the space of concepts with a multi-modal similarity index in FiftyOne
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: Search for anything ==> Immich fails to download textual.onnx | /r/immich | 2023-09-15
Project mention: Simple Implementation of OpenAI Clip (Tutorial) | news.ycombinator.com | 2024-02-21
For a comprehensive catalog of papers pushing the state of CLIP models forward, check out this Awesome CLIP Papers Github repository. Additionally, the Zero-shot Prediction Plugin for FiftyOne allows you to apply any of the OpenCLIP-compatible models to your own data.
By โthisโ, I mean an open-source semantic emoji search engine, with both UI-centric and CLI versions. The Python CLI library can be found here, and the UI-centric version can be found here. You can also play around with a hosted (also free) version of the UI emoji search engine online here.
Some of these plugins were simpler than others. On one end, the Twilio automation plugin consists of a single Python file without bells and whistles. On the opposite extreme, plugins like Active Learning, which required multiple operators, caching, and special handling for many different scenarios. Plugins like Reverse Image Search and Concept Space Traversal were challenging in a different way, mostly because I am new to JavaScript. But that is for another day.
clip-model related posts
Index
What are some of the best open-source clip-model projects? This list will help you:
Project | Stars | |
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1 | clip-as-service | 12,212 |
2 | OpenAI-CLIP | 526 |
3 | awesome-clip-papers | 16 |
4 | emoji-search-plugin | 5 |
5 | concept-space-traversal-plugin | 3 |
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