Clone Git repository
https://github.com/lbeaucourt/Object-detection
Example from Tensorflow Video-Detection
https://towardsdatascience.com/building-a-real-time-object-recognition-app-with-tensorflow-and-opencv-b7a2b4ebdc32
https://github.com/tensorflow/models/blob/master/research/object_detection/object_detection_tutorial.ipynb
Research
https://www.pyimagesearch.com/2015/12/21/increasing-webcam-fps-with-python-and-opencv/
Pre-trained models Tensorflow detection model zoo- COCO Dataset provide a collection of detection models pre-trained on the COCO dataset.
These models can be useful for out-of-the-box inference if you are interested in categories already
in COCO (e.g., humans, cars, etc). They are also useful for initializing your models when training on novel datasets.
https://github.com/tensorflow/models/blob/477ed41e7e4e8a8443bc633846eb01e2182dc68a/object_detection/g3doc/detection_model_zoo.md
Video With my Example:
http://www.youtube.com/watch?v=zuY0BeTELt4E
Example on traffic in Fortaleza City, on 17-11-2018.
https://youtu.be/T32nUN8pM6Y