diff --git a/README.md b/README.md
index 169ad5ab..8e1b6a29 100644
--- a/README.md
+++ b/README.md
@@ -8,11 +8,11 @@ pip install roofAI
 
 |   |   |
 | --- | --- |
-| 🏛️[`datasets`](https://github.com/kamangir/roofAI/blob/main/roofAI/dataset) [![image](https://github.com/kamangir/roofAI/raw/refactors-2025-01-12-F7jvKo/assets/christchurch_397.png)](https://github.com/kamangir/roofAI/blob/main/roofAI/dataset) Semantic Segmentation Datasets | 🏛️[`semseg`](https://github.com/kamangir/roofAI/blob/main/roofAI/semseg) [![image](https://github.com/kamangir/roofAI/raw/refactors-2025-01-12-F7jvKo/assets/predict-00247.png)](https://github.com/kamangir/roofAI/blob/main/roofAI/semseg) A Semantic Segmenter based on [segmentation_models.pytorch](<https://github.com/qubvel/segmentation_models.pytorch/blob/master/examples/cars%20segmentation%20(camvid).ipynb>). |
+| 🏛️[`datasets`](https://github.com/kamangir/roofAI/blob/main/roofAI/dataset) [![image](https://github.com/kamangir/roofAI/raw/main/assets/christchurch_397.png)](https://github.com/kamangir/roofAI/blob/main/roofAI/dataset) Semantic Segmentation Datasets | 🏛️[`semseg`](https://github.com/kamangir/roofAI/blob/main/roofAI/semseg) [![image](https://github.com/kamangir/roofAI/raw/main/assets/predict-00247.png)](https://github.com/kamangir/roofAI/blob/main/roofAI/semseg) A Semantic Segmenter based on [segmentation_models.pytorch](<https://github.com/qubvel/segmentation_models.pytorch/blob/master/examples/cars%20segmentation%20(camvid).ipynb>). |
 
 ---
 
 
 [![pylint](https://github.com/kamangir/roofAI/actions/workflows/pylint.yml/badge.svg)](https://github.com/kamangir/roofAI/actions/workflows/pylint.yml) [![pytest](https://github.com/kamangir/roofAI/actions/workflows/pytest.yml/badge.svg)](https://github.com/kamangir/roofAI/actions/workflows/pytest.yml) [![bashtest](https://github.com/kamangir/roofAI/actions/workflows/bashtest.yml/badge.svg)](https://github.com/kamangir/roofAI/actions/workflows/bashtest.yml) [![PyPI version](https://img.shields.io/pypi/v/roofAI.svg)](https://pypi.org/project/roofAI/) [![PyPI - Downloads](https://img.shields.io/pypi/dd/roofAI)](https://pypistats.org/packages/roofAI)
 
-built by 🌀 [`blue_options-4.185.1`](https://github.com/kamangir/awesome-bash-cli), based on 🏛️ [`roofAI-5.18.1`](https://github.com/kamangir/roofAI).
+built by 🌀 [`blue_options-4.185.1`](https://github.com/kamangir/awesome-bash-cli), based on 🏛️ [`roofAI-5.19.1`](https://github.com/kamangir/roofAI).
diff --git a/roofAI/README.py b/roofAI/README.py
index 7107dd80..6a52b3e0 100644
--- a/roofAI/README.py
+++ b/roofAI/README.py
@@ -9,13 +9,13 @@
     "datasets": {
         "description": "Semantic Segmentation Datasets",
         "icon": ICON,
-        "thumbnail": "https://github.com/kamangir/roofAI/raw/refactors-2025-01-12-F7jvKo/assets/christchurch_397.png",
+        "thumbnail": "https://github.com/kamangir/roofAI/raw/main/assets/christchurch_397.png",
         "url": "https://github.com/kamangir/roofAI/blob/main/roofAI/dataset",
     },
     "semseg": {
         "description": "A Semantic Segmenter based on [segmentation_models.pytorch](<https://github.com/qubvel/segmentation_models.pytorch/blob/master/examples/cars%20segmentation%20(camvid).ipynb>).",
         "icon": ICON,
-        "thumbnail": "https://github.com/kamangir/roofAI/raw/refactors-2025-01-12-F7jvKo/assets/predict-00247.png",
+        "thumbnail": "https://github.com/kamangir/roofAI/raw/main/assets/predict-00247.png",
         "url": "https://github.com/kamangir/roofAI/blob/main/roofAI/semseg",
     },
     "template": {
diff --git a/roofAI/__init__.py b/roofAI/__init__.py
index 9aabfda0..42415d19 100644
--- a/roofAI/__init__.py
+++ b/roofAI/__init__.py
@@ -4,7 +4,7 @@
 
 DESCRIPTION = f"{ICON} everything AI about roofs."
 
-VERSION = "5.18.1"
+VERSION = "5.19.1"
 
 MARQUEE = "https://github.com/kamangir/assets/blob/main/2023-10-28-16-28-36-88493-predict.gif?raw=true"