vehicledetectionproject

My Dissertation project about Object Detection

• Due to size limitations, cannot upload:
• test.tfrecord
• train.tfrecord
• most of the working directory for tensorflow training.

ONEDRIVE LINK:

• https://livecoventryac-my.sharepoint.com/:f:/g/personal/guledm2_uni_coventry_ac_uk/Ekjp5XibDQNKh1NPWTD4bzAB4jhxm0hBjg4TjK9hytU9pw?e=djrBdi -This link contains the files for the final exported models after training. It also includes the image datasets used throughout the project and their corresponding TF Records.

Online resources Used in this project:

• https://tensorflow-object-detection-api-tutorial.readthedocs.io/en/latest/training.html - Tensorflow Setup Tutorial
• https://www.youtube.com/watch?v=_gGI91BmIdk - Colab Tutorial
• https://www.flickr.com/photos/didbygraham/ - Image dataset used for trucks, buses and some vans.
• http://cbcl.mit.edu/software-datasets/streetscenes/ - Another image datasets used mainly for cars and vans. Makes up most of my dataset.