|
a |
|
b/TODO.md |
|
|
1 |
- [x] Add combined model of do-u-net with different layers. |
|
|
2 |
- [x] Add data augmentation with two datasets (optimized dataset with only 10 images with their masks and edge-masks 13 images, and the second dataset is ALL-IDB1 108 images). |
|
|
3 |
- [x] Add necessary functions from other models (Segnet and U-Net). |
|
|
4 |
- [ ] Prepare trained weights with different loss functions (binary crossentropy, Mean Squared Error MSE, Intersection Over Union IOU...). |
|
|
5 |
- [x] Train and test white blood cells. |
|
|
6 |
- [x] Train and test red blood cells. |
|
|
7 |
- [x] Train and test platelets. |
|
|
8 |
- [x] Add unit tests. |
|
|
9 |
- [x] Finish documenting all functions. |
|
|
10 |
- [ ] Implement argument parser for deploying the bc-count script. |
|
|
11 |
- [ ] Reorganize main.py (for simplicity, main function will only call function from other files/functions). |
|
|
12 |
- [x] Publish this project to PyPI. |
|
|
13 |
- [x] Publish a stable python script to PyPI. |
|
|
14 |
- [ ] Apply final touches to the production script. |