Formed in 2009, the Archive Team (not to be confused with the archive.org Archive-It Team) is a rogue archivist collective dedicated to saving copies of rapidly dying or deleted websites for the sake of history and digital heritage. The group is 100% composed of volunteers and interested parties, and has expanded into a large amount of related projects for saving online and digital history.
Terra Object Detection (v. 0.9.0 Beta)
An application based on ImageAI library which can run object detection tasks from device cameras and IP cameras in real time.
- Detects and saves detections as separate images as well as immediately notifies user about detection
- Availability to choose detection speed and accuracy
- Up to 8 cameras can be saved and work simultaneously in the current version
Object Detection
An application uses YOLOv3 and TinyYOLOv3 models for object detection.
Requirements for Developers
- Python 3.7.4
- ImageAI 2.1.5
- Tensorflow 1.11
- OpenCV 4.1.0.25
- Keras 2.2.4
- yolo.h5 and yolo-tiny.h5 models
Installation
- Install ImageAI 2.1.5 and all necessary dependencies
- ImageAI:
pip3 install imageai --upgrade
- Tensorflow:
pip3 install tensorflow==1.11.0
- OpenCV:
pip3 install opencv-python
- Keras:
pip3 install keras
- Download yolo.h5 and yolo-tiny.h5 and locate them together with other files in venv\ directory
- Locate __ init __.py in venv\Lib\site-packages\imageai\Detection (change the existing file)
Run _appearance.py to launch the application.
License
This project is licensed under the MIT License.
