OpenTrafficCam's Projects
Special repo to hold public GitHub organization.
Estimate the 3D bounding box from the detected 2D bounding box
An anonymizer to obfuscate faces and license plates.
Powerful and efficient Computer Vision Annotation Tool (CVAT)
Files to download for installing or maintaining the OpenTrafficCam tools
A simple python script to download a map from Google's Earth Engine and save as a GeoTIFF file.
Perform traffic analysis on trajectories of road users
Benchmarks for OTAnalytics
Perform traffic analysis on trajectories of road users
Record videos over several days with a camera system based on Raspberry Pi Zero W
Documentation for all OpenTrafficCam Modules
Create ground truth data to validate road traffic events automatically obtained with OTAnalytics.
A set of labeled images of vehicles/road users from German roads
Tkinter and OpenCV based videoplayer that can be used as standalone application and as an embedded LabelFrame of a custom window in other OpenTrafficCam applications
Detect and track objects (road users) in videos
Detect and track objects (road users) in videos
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Implementation of "TPH-YOLOv5: Improved YOLOv5 Based on Transformer Prediction Head for Object Detection on Drone-Captured Scenarios"
YOLOv5 in PyTorch > ONNX > CoreML > TFLite
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors