Day 1, May 16th (Learn)
Learn image analysis and deep learning tools to get productive, including Q&A with developers within Scikit-learn
| Time | Task |
|---|---|
| 8:30-9:00 | Coffee |
| 9:00-9:30 | Welcome |
| 9:30-10:30 | An introduction to numerical analysis with Python (e.g. NumPy, SciPy, and Matplotlib) TBA |
| 10:30-11:30 | Image processing in the Python ecosystem (e.g. scikit-image) (Dr. stefan Van Der Walt – UC Berkeley) |
| 11:30-1:00 | Lunch |
| 1:00-2:00 | Deep Learning Hands-on Demo with Keras (Dr. Ariel Rokem – Univ of Washington) |
| 2:00-3:00 | Deep Learning Hands-on Demo with Tensorflow (Dr. Peter Chang – UCSF) |
| 3:00-3:30 | Break |
| 3:30-4:30 | Parallel processing tool within Python (e.g. Dask) (Dr. Valentina Staneva – Univ of Washington) |
| 4:30-5:30 | Discussion |
Day 2, May 17th (AM: Talks, PM: Create)
Tools and approaches from across disciplines + hands-on learning
| Time | Task |
|---|---|
| 8:30-9:00 | Coffee |
| 9:00-9:30 | Dr. Duygu Tosun – The Center for Imaging of Neurodegenerative Diseases – UCSF |
| 9:30-10:00 | TBA |
| 10:00-10:30 | TBA |
| 10:30-10:50 | Break |
| 10:50-11:20 | TBA |
| 11:20-11:50 | Planet Labs Inc |
| 11:50-12:20 | Deep net visualization, interpretable driving models (Dr. John Canny – UC Berkeley) |
| 12:20-12:45 | Lunch |
| 12:45-1:45 | Panel over lunch |
| 1:45-2:00 | Break |
| 2:00-5:00 | Hands-on learning |
| 5:00-7:00 | Social Event: Pending Confirmation: “cross-pollination” with Chan-Zuckerberg Initiative’s Microscopy software developers at Venue near BART |
Day 3, May 18th (AM: Talks, PM: Create)
Tools and approaches from across disciplines + hands-on learning
| Time | Task |
|---|---|
| 8:30-9:00 | Coffee |
| 9:00-9:30 | Dr. Ashish Raj – UCSF (computer vision, signal processing, graph theory, medical imaging and informatics) |
| 9:30-10:00 | Dr. Janine Lupo – Surbeck Laboratory of Advanced Imaging – UCSF |
| 10:00-10:30 | TBA |
| 10:30-10:50 | Break |
| 10:50-11:20 | Interactive Analysis and Visualization of Large Images in the Web Browser (Dr. Matt McCormick – Kitware ) |
| 11:20-11:50 | Introduction to PyCroscopy (Dr. Maxim Ziatdinov – Oak Ridge National Laboratory) |
| 11:50-12:20 | Chan Zuckerberg Initiative |
| 12:20-12:45 | Lunch |
| 12:45-1:45 | Panel over lunch |
| 1:45-2:00 | Break |
| 2:00-5:00 | Hands-on learning |
| 5:00-5:30 | Closing Remarks |