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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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Similari reviews and mentions
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Similari 0.26.2: MOT framework with Python bindings
Hello, community. I have released a new version of Similari - 0.26.2.
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How to integrate DeepSORT with YOLOv8
Well, I never used the original DeepSORT implementation from the repo, but as I know you can pass any ReID to DeepSORT's predict if the metric is compatible. E.g. I have my own tracking library with DeepSORT flavor implemented. To run predict one just fill the structure like demonstrated here: https://github.com/insight-platform/Similari/blob/main/python/visual_sort.py
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Similari 0.22.4 is released
Benchmark results;
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Meet Similari - Rust multi-object tracker framework with Python Bindings
Both trackers support axis-aligned and rotated bounding boxes and work really fast (4-10 times faster than NumPy SORT depending on the number of objects in the scene).
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Kalman filter in Rust runs 120+ times faster than NumPy, SciKit implementation
Rust code (Similari framework repo): https://github.com/insight-platform/Similari/blob/main/src/utils/kalman.rs
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Similari - a high-performance framework for object trackers development
My work is broadly connected with object trackers development, recently I have had a chance to publish an open source framework for developing object trackers. The framework name is Similari, it is written in Rust, making it a high-performance and robust solution. Feature vector operations are optimized for SIMD. I wrote an introductory article on Medium that explains how to build an IoU tracker with Similari: article. Also, the project repository contains a set of examples of how to construct trackers.
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Simple IoU tracker with Similari and Rust
Several days ago, I posted the announcement about Similari - a rust framework for building tracker and similarity search engines. That post was positively accepted, but a couple of people wanted to learn more about the applicability of Similari. To fill the gap, I wrote an article on Medium where I demonstrated how to build a simple IoU tracker with Similari. I also do my best to fill the repo with useful samples - you can look at the samples directory to find how to build various trackers with the framework.
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Meet "Similari" - rusty in-memory vector similarity search engine
you can construct simple vectorwise searches, see an example, it's not as performant as HNSW but more universal;
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A note from our sponsor - InfluxDB
www.influxdata.com | 10 May 2024
Stats
insight-platform/Similari is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of Similari is Rust.
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