This project requires Python 3.6 and the following Python libraries installed:
You will also need to have software installed to run and execute a Jupyter Notebook. I have tested the code in the 16GB CPU and then processed in the NVIDIA GPU clusters.
Open Ipython Notebook in the root folder. I learnt that command would be changed to Jupyter Notebook
Open the 5 Files and run their contents one after the other. Some commands take longer than others
This project uses the The German Traffic Sign Benchmarks Dataset (http://benchmark.ini.rub.de). The German Traffic Sign Detection Benchmark is a single-image detection assessment for researchers with interest in the field of computer vision, pattern recognition and image-based driver assistance.
- This is a single-image detection problem
- There are 900 images (devided in 600 training images and 300 evaluation images)