Object detection and segmentation. Group 1

Contact Information:

• Maria Rodríguez-Farge Hijano: [email protected]
• Sergio Casas Pastor: [email protected]
• Josep Brugués i Pujolràs: [email protected]

Project report

• Overleaf link: https://www.overleaf.com/read/vqghthvvcpwd

Week 1

• Presentation link: https://docs.google.com/presentation/d/1w7uw6CsAVdg7ICU8hVnPb6MZrFBcE841XXF7KDuq1QI/edit?usp=sharing

Week 2

• Presentation link: https://docs.google.com/presentation/d/139hTOGa3nJyRMzJsQs0OkmQZhEgEQnawLdOPwK6lkyc/edit?usp=sharing

• Faster R-CNN folder: object detection on inference using faster R-CNN X101-FPN model

• RetinaNet folder: object detection on inference using RetinaNet R101 model

• Kitti folder: object detection by training faster R-CNN on Kitti dataset

Week 3

• Presentation link: https://docs.google.com/presentation/d/1t0stD33og1GBGHHyi98-WzJ3yTyVtJHZKTJ98nuHhrw/edit?usp=sharing

Week 4

• Presentation link: https://docs.google.com/presentation/d/1-x5ZZvygWBtKrzn1glUhK2gvsMtZzY3Mp-s6CX-BumQ/edit?usp=sharing

Week 5

• Presentation link: https://docs.google.com/presentation/d/1u6ATg0SQvUrok8WS-D_mC7vWiALQkCptvARraXvp2Aw/edit?usp=sharing

Week 6

• Presentation link: https://docs.google.com/presentation/d/1gjnKQEPWaX5-_2zYw79nhn4NiMu_Vy2YUZMn1r-ZUcQ/edit?usp=sharing

• Datasets: Contain the scripts to generate the datasets for detectron2 framework
• deeplab: Instructions of how to use deeplab in folder
• Scripts of week 6 experiments