Kaggle: Image Segmentation

install this tooling

A simple way how to use this basic functions:

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

Kaggle: Tract Image Segmentation

The goal of this challenge is to segment organs in medical scans to improve cancer treatment

run notebooks in Kaggle

• Tract🩻Segm: EDA 🔎 & 3D🗄️data browser
• Tract🩻Segm: Statistic⚖️predictions
• Tract🩻Segm: EDA 🔎 & baseline Flash⚡DeepLab-v3 & albumentations

local notebooks

• Tract segmentation with pure statistic
• Tract segmentation: EDA, baseline with Flash & DeepLab-v3

some results

Training progress with ResNext50 with training for 20 epochs > over 0.80 validation IoU:

Kaggle: Cell Instance Segmentation

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

run notebooks in Kaggle

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