GSoC - Coding Period Week 9
Work Done This Week (August 2nd to August 8th) Replaced the static images on the DevoLearn web-app with interactive Plotly images, this will allow users to :
Work Done This Week (August 2nd to August 8th) Replaced the static images on the DevoLearn web-app with interactive Plotly images, this will allow users to :
Work Done This Week (July 26th to August 1st) Converted the DevoLearn Lineage Population model into ONNX.
Work Done This Week (July 20th to July 25th) Converted the nucleus segmentation model into ONNX (Link to code) Began working on the DevoLearn GUI, this time using Streamlit, this would support multiple models on one web-app.
Work Done This Week (July 12th to July 19th) Swapped out the model for the Cell membrane segmentation with the upgraded model in DevoLearn’s repository, ran tests locally before pushing because Travis has been discontinued.
Work Done This Week (July 5th to July 12th) Refactored the training loop for the nucleus segentation model, this enabled faster prototyping and experimentation.
Most of my time this week was spent on building the training pipeline for the proposed cell nucleus segmentation model in C.
Work Done This Week (June 21st to June 27th) Converted the upgraded segmentation model into ONNX format.
The goal for this week was to upgrade the DevoLearn cell membrane segmentation model.
This blog post showcases what I did last week and what I plan to do next.
This blog post summary of what I’ve been doing this week and what I plan to do in the coming week.