Kaggle: Cell Instance Segmentation

The goal of this challenge is to detect cells in microscope images.

with simple view on how many cels have been annotated per image:

Experimentation

install this tooling

A simple way how to use this basic functions:

! pip install https://github.com/Borda/kaggle_cell-inst-segm/archive/refs/heads/main.zip

run notebooks in Kaggle

• 🦠 Cell Instance Segm: 🔍 interactive data browsing
• 🦠 Cell Instance Segm. ~ Lightning ⚡ Flash

local notebooks

• TBD

some results

Training progress with EfficientNet3D with training for 10 epochs > over 96% validation accuracy: