Workshop-Torchvision-Object-Detection

This is a CSCAR workshop introducing deep learning object detection models at a high level and providing a hands-on example training an object detection model using PyTorch's torchvision library. (The torchvision example is based on torchvision's instance segmentation tutorial available here:

https://colab.research.google.com/github/pytorch/vision/blob/temp-tutorial/tutorials/torchvision_finetuning_instance_segmentation.ipynb

Google slides link:

https://docs.google.com/presentation/d/1T7A5ZkAPFFKAlhHszNNvWN5FEJqMmpCIjtLccccT8C8/edit?usp=sharing

Colab notebook links:

• Fill-in-the-blank notebook:

  https://colab.research.google.com/github/greght/Workshop-Torchvision-Object-Detection/blob/main/torchvision_object_detection_fill_in_the_blank.ipynb

• Complete notebook:

  https://colab.research.google.com/github/greght/Workshop-Torchvision-Object-Detection/blob/main/torchvision_object_detection.ipynb