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!
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.
1,332 stars. No commits in the last 6 months.
Stars
1,332
Forks
544
Language
Python
License
MIT
Category
Last pushed
Aug 30, 2024
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/ahmetozlu/tensorflow_object_counting_api"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related frameworks
gjy3035/C-3-Framework
An open-source PyTorch code for crowd counting
tersekmatija/lwcc
LWCC: A LightWeight Crowd Counting library for Python that includes several pretrained...
muratali016/Yolov7-Object-Counter-Custom-Funcitons
Object Counting with the newest yolov7
SinicaGroup/Class-agnostic-Few-shot-Object-Counting
pytorch implementation of a WACV 2021 Paper "Class-agnostic Few-shot-Object-Counting"
muqadasejaz/Human-Detector
A real-time application that detects persons in webcam streams or video files using the YOLOv8...