ahmetozlu/tensorflow_object_counting_api

🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!

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Built on TensorFlow's object detection models, the API provides multiple counting modes—cumulative (crossing region-of-interest thresholds), real-time (per-frame tallies), and tracking-based approaches—with optional color recognition for object classification. It supports both standard detection pipelines and advanced segmentation via Mask R-CNN, enabling instance-level counting. Transfer learning capabilities allow training custom detectors on domain-specific data, as demonstrated in included sample projects.

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1,332

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Language

Python

License

MIT

Last pushed

Aug 30, 2024

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