diff --git a/docs/guides/frameworks/lightgbm/lightgbm_example.md b/docs/guides/frameworks/lightgbm/lightgbm_example.md
index 5530d77f..c496135d 100644
--- a/docs/guides/frameworks/lightgbm/lightgbm_example.md
+++ b/docs/guides/frameworks/lightgbm/lightgbm_example.md
@@ -15,25 +15,29 @@ The example script does the following:
 
 The scalars logged in the task can be visualized in a plot, which appears in the ClearML web UI, in the task's **SCALARS** tab.
 
-![LightGBM scalars](../../../img/examples_lightgbm_scalars.png)
+![LightGBM scalars](../../../img/examples_lightgbm_scalars.png#light-mode-only)
+![LightGBM scalars](../../../img/examples_lightgbm_scalars_dark.png#dark-mode-only)
 
 ## Hyperparameters
 
 ClearML automatically logs the configurations applied to LightGBM. They appear in **CONFIGURATIONS > HYPERPARAMETERS > GENERAL**.
 
-![LightGBM hyperparameters](../../../img/examples_lightgbm_config.png)
+![LightGBM hyperparameters](../../../img/examples_lightgbm_config.png#light-mode-only)
+![LightGBM hyperparameters](../../../img/examples_lightgbm_config_dark.png#dark-mode-only)
 
 ## Artifacts
 
 Models created by the task appear in the task's **ARTIFACTS** tab. ClearML automatically logs and tracks 
 models and any snapshots created using LightGBM. 
 
-![LightGBM model](../../../img/examples_lightgbm_model.png)
+![LightGBM model](../../../img/examples_lightgbm_model.png#light-mode-only)
+![LightGBM model](../../../img/examples_lightgbm_model_dark.png#dark-mode-only)
 
 ## Console
 
 All other console output appears in **CONSOLE**.
 
-![LightGBM console](../../../img/examples_lightgbm_console.png)
+![LightGBM console](../../../img/examples_lightgbm_console.png#light-mode-only)
+![LightGBM console](../../../img/examples_lightgbm_console_dark.png#dark-mode-only)
 
 
diff --git a/docs/guides/frameworks/matplotlib/matplotlib_example.md b/docs/guides/frameworks/matplotlib/matplotlib_example.md
index d8686aa1..f59ae2c0 100644
--- a/docs/guides/frameworks/matplotlib/matplotlib_example.md
+++ b/docs/guides/frameworks/matplotlib/matplotlib_example.md
@@ -22,18 +22,23 @@ in the `examples` project (in script) or the `Colab notebooks` project (in Jupyt
 
 The scatter plots appear in the **ClearML Web UI**, in **PLOTS**.
 
-![Matplotlib plot 1](../../../img/examples_matplotlib_example_01.png)
+![Matplotlib plot 1](../../../img/examples_matplotlib_example_01.png#light-mode-only)
+![Matplotlib plot 1](../../../img/examples_matplotlib_example_01_dark.png#dark-mode-only)
 
-![Matplotlib plot 2](../../../img/examples_matplotlib_example_02.png)
+![Matplotlib plot 2](../../../img/examples_matplotlib_example_02.png#light-mode-only)
+![Matplotlib plot 2](../../../img/examples_matplotlib_example_02_dark.png#dark-mode-only)
 
-![Matplotlib plot 3](../../../img/examples_matplotlib_example_03.png)
+![Matplotlib plot 3](../../../img/examples_matplotlib_example_03.png#light-mode-only)
+![Matplotlib plot 3](../../../img/examples_matplotlib_example_03_dark.png#dark-mode-only)
 
 ## Debug Samples
 
 The images appear in **DEBUG SAMPLES**. Each debug sample image is associated with a metric.
 
-![Matplotlib image plot](../../../img/examples_matplotlib_example_04.png)
+![Matplotlib image plot](../../../img/examples_matplotlib_example_04.png#light-mode-only)
+![Matplotlib image plot](../../../img/examples_matplotlib_example_04_dark.png#dark-mode-only)
 
 View the debug sample in the image viewer.
 
-![Image viewer](../../../img/examples_matplotlib_example_05.png)
\ No newline at end of file
+![Image viewer](../../../img/examples_matplotlib_example_05.png#light-mode-only)
+![Image viewer](../../../img/examples_matplotlib_example_05_dark.png#dark-mode-only)
\ No newline at end of file
diff --git a/docs/guides/frameworks/megengine/megengine_mnist.md b/docs/guides/frameworks/megengine/megengine_mnist.md
index a2f000e3..a9f7e0ee 100644
--- a/docs/guides/frameworks/megengine/megengine_mnist.md
+++ b/docs/guides/frameworks/megengine/megengine_mnist.md
@@ -17,7 +17,8 @@ The example script does the following:
 ClearML automatically logs command line options defined with `argparse`. They appear in the task's **CONFIGURATION** 
 tab under **HYPERPARAMETERS** **>** **Args**.
 
-![Configuration tab](../../../img/examples_megengine_mnist_config.png)
+![Configuration tab](../../../img/examples_megengine_mnist_config.png#light-mode-only)
+![Configuration tab](../../../img/examples_megengine_mnist_config_dark.png#dark-mode-only)
 
 ## Scalars
 
@@ -28,7 +29,8 @@ These scalars can be visualized in plots, which appear in the ClearML [WebApp](.
 task's **SCALARS** tab.
 
 
-![Scalars tab](../../../img/examples_megengine_mnist_scalars.png)
+![Scalars tab](../../../img/examples_megengine_mnist_scalars.png#light-mode-only)
+![Scalars tab](../../../img/examples_megengine_mnist_scalars_dark.png#dark-mode-only)
 
 ## Models
 
@@ -36,7 +38,8 @@ ClearML automatically captures the model logged using the `megengine.save` metho
 
 View saved snapshots in the task's **ARTIFACTS** tab.
 
-![Artifacts tab](../../../img/examples_megengine_models_1.png) 
+![Artifacts tab](../../../img/examples_megengine_models_1.png#light-mode-only)
+![Artifacts tab](../../../img/examples_megengine_models_1_dark.png#dark-mode-only) 
 
 To view the model details, click the model name in the **ARTIFACTS** page, which will open the model's info tab. Alternatively, download the model.
 
@@ -45,11 +48,13 @@ The model info panel contains the model details, including:
 * Framework
 * Snapshot locations.
 
-![Model info panel](../../../img/examples_megengine_models_2.png)
+![Model info panel](../../../img/examples_megengine_models_2.png#light-mode-only)
+![Model info panel](../../../img/examples_megengine_models_2_dark.png#dark-mode-only)
 
 ## Console
 
 All console output during the script's execution appears in the task's **CONSOLE** page.
 
-![Console tab](../../../img/examples_megengine_console.png)
+![Console tab](../../../img/examples_megengine_console.png#light-mode-only)
+![Console tab](../../../img/examples_megengine_console_dark.png#dark-mode-only)
 
diff --git a/docs/guides/frameworks/pytorch_ignite/integration_pytorch_ignite.md b/docs/guides/frameworks/pytorch_ignite/integration_pytorch_ignite.md
index 3e56e835..4b3d48c6 100644
--- a/docs/guides/frameworks/pytorch_ignite/integration_pytorch_ignite.md
+++ b/docs/guides/frameworks/pytorch_ignite/integration_pytorch_ignite.md
@@ -24,7 +24,8 @@ params = task.connect(params)  # enabling configuration override by clearml
 ```
 The hyperparameter configurations can be viewed in the WebApp in the task's **CONFIGURATION** tab. 
 
-![image](../../../img/examples_integration_pytorch_ignite_config.png)
+![Hyperparameters](../../../img/examples_integration_pytorch_ignite_config.png#light-mode-only)
+![Hyperparameters](../../../img/examples_integration_pytorch_ignite_config_dark.png#dark-mode-only)
 
 ## Ignite TensorboardLogger
 
@@ -37,7 +38,8 @@ ClearML automatically captures scalars logged through `TensorboardLogger`.
 
 View the scalars in the task's page in the **ClearML Web UI**, in **SCALARS**.
 
-![Task scalars](../../../img/examples_cifar_scalars.png)
+![Task scalars](../../../img/examples_cifar_scalars.png#light-mode-only)
+![Task scalars](../../../img/examples_cifar_scalars_dark.png#dark-mode-only)
 
 
 ## Model Snapshots
@@ -46,18 +48,21 @@ ClearML automatically captures the model logged with Torch, and saves it as an a
 
 View saved snapshots in the task's **ARTIFACTS** tab.
 
-![Task models](../../../img/examples_cifar_artifacts.png)
+![Task models](../../../img/examples_cifar_artifacts.png#light-mode-only)
+![Task models](../../../img/examples_cifar_artifacts_dark.png#dark-mode-only)
 
 To view the model, in the **ARTIFACTS** tab, click the model name (or download it).
 
-![Model details](../../../img/examples_cifar_model.png)
+![Model details](../../../img/examples_cifar_model.png#light-mode-only)
+![Model details](../../../img/examples_cifar_model_dark.png#dark-mode-only)
 
 
 ## Debug Samples
 
 ClearML automatically tracks images logged to TensorboardLogger. They appear in **DEBUG SAMPLES**.
 
-![image](../../../img/examples_integration_pytorch_ignite_debug.png)
+![Debug Samples](../../../img/examples_integration_pytorch_ignite_debug.png#light-mode-only)
+![Debug Samples](../../../img/examples_integration_pytorch_ignite_debug_dark.png#dark-mode-only)
 
 
 ## Ignite ClearMLLogger
diff --git a/docs/guides/frameworks/pytorch_ignite/pytorch_ignite_mnist.md b/docs/guides/frameworks/pytorch_ignite/pytorch_ignite_mnist.md
index 136108c7..10dae9ba 100644
--- a/docs/guides/frameworks/pytorch_ignite/pytorch_ignite_mnist.md
+++ b/docs/guides/frameworks/pytorch_ignite/pytorch_ignite_mnist.md
@@ -161,15 +161,18 @@ When the code runs, the task results can be viewed in the [ClearML Web UI](../..
 View the scalars, including training and validation metrics, in the task's page in the ClearML Web UI, under 
 **SCALARS**.
 
-![Task scalars](../../../img/ignite_training.png)
+![Task scalars](../../../img/ignite_training.png#light-mode-only)
+![Task scalars](../../../img/ignite_training_dark.png#dark-mode-only)
 
 ### Model Snapshots
  
 
 View saved snapshots in the **ARTIFACTS** tab.
 
-![image](../../../img/ignite_artifact.png)
+![Task Artifacts](../../../img/ignite_artifact.png#light-mode-only)
+![Task Artifacts](../../../img/ignite_artifact_dark.png#dark-mode-only)
 
 To view model details, in the **ARTIFACTS** tab, click the model name (or download it).
 
-![image](../../../img/ignite_model.png)
+![Model details](../../../img/ignite_model.png#light-mode-only)
+![Model details](../../../img/ignite_model_dark.png#dark-mode-only)
diff --git a/docs/guides/frameworks/pytorch_lightning/pytorch_lightning_example.md b/docs/guides/frameworks/pytorch_lightning/pytorch_lightning_example.md
index 951ffa62..f37b08d4 100644
--- a/docs/guides/frameworks/pytorch_lightning/pytorch_lightning_example.md
+++ b/docs/guides/frameworks/pytorch_lightning/pytorch_lightning_example.md
@@ -16,7 +16,8 @@ The test loss and validation loss plots appear in the task's page in the ClearML
 Resource utilization plots, which are titled **:monitor: machine**, also appear in the **SCALARS** tab. All of these 
 plots are automatically captured by ClearML. 
 
-![PyTorch Lightning scalars](../../../img/examples_pytorch_lightning_scalars.png)
+![PyTorch Lightning scalars](../../../img/examples_pytorch_lightning_scalars.png#light-mode-only)
+![PyTorch Lightning scalars](../../../img/examples_pytorch_lightning_scalars_dark.png#dark-mode-only)
 
 
 ## Hyperparameters
@@ -24,13 +25,15 @@ plots are automatically captured by ClearML.
 ClearML automatically logs command line options defined with argparse and TensorFlow Definitions, which appear in 
 **CONFIGURATIONS > HYPERPARAMETERS > Args** and **TF_DEFINE** respectively. 
 
-![PyTorch Lightning parameters](../../../img/examples_pytorch_lightning_params.png)
+![PyTorch Lightning parameters](../../../img/examples_pytorch_lightning_params.png#light-mode-only)
+![PyTorch Lightning parameters](../../../img/examples_pytorch_lightning_params_dark.png#dark-mode-only)
 
 ## Artifacts
 
 Models created by the task appear in the task's **ARTIFACTS** tab.
 
-![PyTorch Lightning model](../../../img/examples_pytorch_lightning_model.png)
+![PyTorch Lightning model](../../../img/examples_pytorch_lightning_model.png#light-mode-only)
+![PyTorch Lightning model](../../../img/examples_pytorch_lightning_model_dark.png#dark-mode-only)
 
 Clicking on a model name takes you to the [model's page](../../../webapp/webapp_model_viewing.md), where you can view 
 the model's details and access the model.
@@ -39,5 +42,6 @@ the model's details and access the model.
 
 All other console output appears in **CONSOLE**.
 
-![PyTorch Lightning console](../../../img/examples_pytorch_lightning_console.png)
+![PyTorch Lightning console](../../../img/examples_pytorch_lightning_console.png#light-mode-only)
+![PyTorch Lightning console](../../../img/examples_pytorch_lightning_console_dark.png#dark-mode-only)
 
diff --git a/docs/guides/frameworks/scikit-learn/sklearn_matplotlib_example.md b/docs/guides/frameworks/scikit-learn/sklearn_matplotlib_example.md
index aec6536b..2ba1cb2d 100644
--- a/docs/guides/frameworks/scikit-learn/sklearn_matplotlib_example.md
+++ b/docs/guides/frameworks/scikit-learn/sklearn_matplotlib_example.md
@@ -15,4 +15,5 @@ The example does the following:
 
 The learning curve plots appear in the **ClearML web UI** under **PLOTS**.
 
-![image](../../../img/examples_sklearn_matplotlib_example_01.png)
\ No newline at end of file
+![Learning Curve](../../../img/examples_sklearn_matplotlib_example_01.png#light-mode-only)
+![Learning Curve](../../../img/examples_sklearn_matplotlib_example_01_dark.png#dark-mode-only)
\ No newline at end of file
diff --git a/docs/guides/pipeline/pipeline_controller.md b/docs/guides/pipeline/pipeline_controller.md
index 2cddb681..6934df19 100644
--- a/docs/guides/pipeline/pipeline_controller.md
+++ b/docs/guides/pipeline/pipeline_controller.md
@@ -222,20 +222,23 @@ ClearML pipeline page: https://app.clear.ml/pipelines/462f48dba7b441ffb34bddb783
 The pipeline run's page contains the pipeline's structure, the execution status of every step, as well as the run's 
 configuration parameters and output.
 
-![Pipeline DAG](../../img/examples_pipeline_from_tasks_DAG.png)
+![Pipeline DAG](../../img/examples_pipeline_from_tasks_DAG.png#light-mode-only)
+![Pipeline DAG](../../img/examples_pipeline_from_tasks_DAG_dark.png#dark-mode-only)
 
 To view a run's complete information, click **Full details** on the bottom of the **Run Info** panel, which will open 
 the pipeline's [controller task page](../../webapp/webapp_exp_track_visual.md).
 
 Click a step to see its summary information.
 
-![Pipeline step info](../../img/examples_pipeline_from_tasks_step_info.png)
+![Pipeline step info](../../img/examples_pipeline_from_tasks_step_info.png#light-mode-only)
+![Pipeline step info](../../img/examples_pipeline_from_tasks_step_info_dark.png#dark-mode-only)
 
 ### Console
 
 Click **DETAILS** to view a log of the pipeline controller's console output.
 
-![Pipeline console](../../img/examples_pipeline_from_tasks_console.png)
+![Pipeline console](../../img/examples_pipeline_from_tasks_console.png#light-mode-only)
+![Pipeline console](../../img/examples_pipeline_from_tasks_console_dark.png#dark-mode-only)
 
 Click on a step to view its console output. 
 
diff --git a/docs/guides/pipeline/pipeline_decorator.md b/docs/guides/pipeline/pipeline_decorator.md
index 0ae0a0a5..4c36cccf 100644
--- a/docs/guides/pipeline/pipeline_decorator.md
+++ b/docs/guides/pipeline/pipeline_decorator.md
@@ -87,22 +87,26 @@ ClearML pipeline page: https://app.clear.ml/pipelines/462f48dba7b441ffb34bddb783
 The pipeline run's page contains the pipeline's structure, the execution status of every step, as well as the run's 
 configuration parameters and output.
 
-![Pipeline DAG](../../img/examples_pipeline_from_decorator_DAG.png)
+![Pipeline DAG](../../img/examples_pipeline_from_decorator_DAG.png#light-mode-only)
+![Pipeline DAG](../../img/examples_pipeline_from_decorator_DAG_dark.png#dark-mode-only)
 
 To view a run's complete information, click **Full details** on the bottom of the **Run Info** panel, which will open the 
 pipeline's [controller task page](../../webapp/webapp_exp_track_visual.md).
 
 Click a step to see an overview of its details.
 
-![Pipeline step info](../../img/examples_pipeline_from_decorator_step_info.png)
+![Pipeline step info](../../img/examples_pipeline_from_decorator_step_info.png#light-mode-only)
+![Pipeline step info](../../img/examples_pipeline_from_decorator_step_info_dark.png#dark-mode-only)
 
 ## Console and Code
 
 Click **DETAILS** to view a log of the pipeline controller's console output.   
 
-![Pipeline console](../../img/examples_pipeline_from_decorator_console.png)
+![Pipeline console](../../img/examples_pipeline_from_decorator_console.png#light-mode-only)
+![Pipeline console](../../img/examples_pipeline_from_decorator_console_dark.png#dark-mode-only)
 
 Click on a step to view its console output. You can also view the selected step's code by clicking **CODE**
 on top of the console log.
 
-![Pipeline step code](../../img/examples_pipeline_from_decorator_code.png)
+![Pipeline step code](../../img/examples_pipeline_from_decorator_code.png#light-mode-only)
+![Pipeline step code](../../img/examples_pipeline_from_decorator_code_dark.png#dark-mode-only)
diff --git a/docs/guides/pipeline/pipeline_functions.md b/docs/guides/pipeline/pipeline_functions.md
index 0ac60a55..0e0f6989 100644
--- a/docs/guides/pipeline/pipeline_functions.md
+++ b/docs/guides/pipeline/pipeline_functions.md
@@ -116,22 +116,26 @@ ClearML pipeline page: https://app.clear.ml/pipelines/462f48dba7b441ffb34bddb783
 The pipeline run's page contains the pipeline's structure, the execution status of every step, as well as the run's 
 configuration parameters and output.
 
-![Pipeline DAG](../../img/pipeline_from_functions_DAG.png)
+![Pipeline DAG](../../img/pipeline_from_functions_DAG.png#light-mode-only)
+![Pipeline DAG](../../img/pipeline_from_functions_DAG_dark.png#dark-mode-only)
 
 To view a run's complete information, click **Full details** on the bottom of the **Run Info** panel, which will open the 
 pipeline's [controller task page](../../webapp/webapp_exp_track_visual.md).
 
 Click a step to see an overview of its details.
 
-![Pipeline step info](../../img/pipeline_from_functions_step_info.png)
+![Pipeline step info](../../img/pipeline_from_functions_step_info.png#light-mode-only)
+![Pipeline step info](../../img/pipeline_from_functions_step_info_dark.png#dark-mode-only)
 
-## Console and Code
+### Console and Code
 
 Click **DETAILS** to view a log of the pipeline controller's console output.   
 
-![Pipeline console](../../img/pipeline_from_functions_console.png)
+![Pipeline console](../../img/pipeline_from_functions_console.png#light-mode-only)
+![Pipeline console](../../img/pipeline_from_functions_console_dark.png#dark-mode-only)
 
 Click on a step to view its console output. You can also view the selected step's code by clicking **CODE**
 on top of the console log.
 
-![Pipeline step code](../../img/pipeline_from_functions_code.png)
+![Pipeline step code](../../img/pipeline_from_functions_code.png#light-mode-only)
+![Pipeline step code](../../img/pipeline_from_functions_code_dark.png#dark-mode-only)
diff --git a/docs/guides/reporting/manual_matplotlib_reporting.md b/docs/guides/reporting/manual_matplotlib_reporting.md
index 3e0ab33f..2595c31c 100644
--- a/docs/guides/reporting/manual_matplotlib_reporting.md
+++ b/docs/guides/reporting/manual_matplotlib_reporting.md
@@ -10,13 +10,16 @@ example demonstrates using ClearML to log plots and images generated by Matplotl
 The Matplotlib and Seaborn plots reported using [`Logger.report_matplotlib_figure()`](../../references/sdk/logger.md#report_matplotlib_figure)
 appear in the task's **PLOTS** tab.
 
-![Task Matplotlib plots](../../img/manual_matplotlib_reporting_01.png)
+![Task Matplotlib plots](../../img/manual_matplotlib_reporting_01.png#light-mode-only)
+![Task Matplotlib plots](../../img/manual_matplotlib_reporting_01_dark.png#dark-mode-only)
 
-![Task Seaborn plot](../../img/manual_matplotlib_reporting_02.png)
+![Task Seaborn plot](../../img/manual_matplotlib_reporting_02.png#light-mode-only)
+![Task Seaborn plot](../../img/manual_matplotlib_reporting_02_dark.png#dark-mode-only)
 
 ## Debug Samples
 
 Matplotlib figures can be logged as images by using [`Logger.report_matplotlib_figure()`](../../references/sdk/logger.md#report_matplotlib_figure), 
 and passing `report_image=True`. The images are displayed in the task's **DEBUG SAMPLES**.
 
-![Task debug sample](../../img/manual_matplotlib_reporting_03.png)
\ No newline at end of file
+![Task debug sample](../../img/manual_matplotlib_reporting_03.png#light-mode-only)
+![Task debug sample](../../img/manual_matplotlib_reporting_03_dark.png#dark-mode-only)
\ No newline at end of file
diff --git a/docs/img/examples_cifar_artifacts.png b/docs/img/examples_cifar_artifacts.png
index f9f803cb..aff1eb6c 100644
Binary files a/docs/img/examples_cifar_artifacts.png and b/docs/img/examples_cifar_artifacts.png differ
diff --git a/docs/img/examples_cifar_artifacts_dark.png b/docs/img/examples_cifar_artifacts_dark.png
new file mode 100644
index 00000000..2cb91cd0
Binary files /dev/null and b/docs/img/examples_cifar_artifacts_dark.png differ
diff --git a/docs/img/examples_cifar_model.png b/docs/img/examples_cifar_model.png
index d4e80c8d..d18dc049 100644
Binary files a/docs/img/examples_cifar_model.png and b/docs/img/examples_cifar_model.png differ
diff --git a/docs/img/examples_cifar_model_dark.png b/docs/img/examples_cifar_model_dark.png
new file mode 100644
index 00000000..9a1bef0c
Binary files /dev/null and b/docs/img/examples_cifar_model_dark.png differ
diff --git a/docs/img/examples_cifar_scalars.png b/docs/img/examples_cifar_scalars.png
index cfa3f951..634975e5 100644
Binary files a/docs/img/examples_cifar_scalars.png and b/docs/img/examples_cifar_scalars.png differ
diff --git a/docs/img/examples_cifar_scalars_dark.png b/docs/img/examples_cifar_scalars_dark.png
new file mode 100644
index 00000000..f5dcb830
Binary files /dev/null and b/docs/img/examples_cifar_scalars_dark.png differ
diff --git a/docs/img/examples_integration_pytorch_ignite_config.png b/docs/img/examples_integration_pytorch_ignite_config.png
index 45cecbb2..1aa51d33 100644
Binary files a/docs/img/examples_integration_pytorch_ignite_config.png and b/docs/img/examples_integration_pytorch_ignite_config.png differ
diff --git a/docs/img/examples_integration_pytorch_ignite_config_dark.png b/docs/img/examples_integration_pytorch_ignite_config_dark.png
new file mode 100644
index 00000000..a25affba
Binary files /dev/null and b/docs/img/examples_integration_pytorch_ignite_config_dark.png differ
diff --git a/docs/img/examples_integration_pytorch_ignite_debug.png b/docs/img/examples_integration_pytorch_ignite_debug.png
index 2348f4b6..8819a1c1 100644
Binary files a/docs/img/examples_integration_pytorch_ignite_debug.png and b/docs/img/examples_integration_pytorch_ignite_debug.png differ
diff --git a/docs/img/examples_integration_pytorch_ignite_debug_dark.png b/docs/img/examples_integration_pytorch_ignite_debug_dark.png
new file mode 100644
index 00000000..927c77c1
Binary files /dev/null and b/docs/img/examples_integration_pytorch_ignite_debug_dark.png differ
diff --git a/docs/img/examples_lightgbm_config.png b/docs/img/examples_lightgbm_config.png
index 863f9660..186c85d6 100644
Binary files a/docs/img/examples_lightgbm_config.png and b/docs/img/examples_lightgbm_config.png differ
diff --git a/docs/img/examples_lightgbm_config_dark.png b/docs/img/examples_lightgbm_config_dark.png
new file mode 100644
index 00000000..b4320f4e
Binary files /dev/null and b/docs/img/examples_lightgbm_config_dark.png differ
diff --git a/docs/img/examples_lightgbm_console.png b/docs/img/examples_lightgbm_console.png
index 45b3659c..2b1f631a 100644
Binary files a/docs/img/examples_lightgbm_console.png and b/docs/img/examples_lightgbm_console.png differ
diff --git a/docs/img/examples_lightgbm_console_dark.png b/docs/img/examples_lightgbm_console_dark.png
new file mode 100644
index 00000000..7069590d
Binary files /dev/null and b/docs/img/examples_lightgbm_console_dark.png differ
diff --git a/docs/img/examples_lightgbm_model.png b/docs/img/examples_lightgbm_model.png
index 315d471e..0755cce5 100644
Binary files a/docs/img/examples_lightgbm_model.png and b/docs/img/examples_lightgbm_model.png differ
diff --git a/docs/img/examples_lightgbm_model_dark.png b/docs/img/examples_lightgbm_model_dark.png
new file mode 100644
index 00000000..9475195c
Binary files /dev/null and b/docs/img/examples_lightgbm_model_dark.png differ
diff --git a/docs/img/examples_lightgbm_scalars.png b/docs/img/examples_lightgbm_scalars.png
index 009e2163..ac1e7b45 100644
Binary files a/docs/img/examples_lightgbm_scalars.png and b/docs/img/examples_lightgbm_scalars.png differ
diff --git a/docs/img/examples_lightgbm_scalars_dark.png b/docs/img/examples_lightgbm_scalars_dark.png
new file mode 100644
index 00000000..570a2fa9
Binary files /dev/null and b/docs/img/examples_lightgbm_scalars_dark.png differ
diff --git a/docs/img/examples_matplotlib_example_01.png b/docs/img/examples_matplotlib_example_01.png
index a645f254..d506d897 100644
Binary files a/docs/img/examples_matplotlib_example_01.png and b/docs/img/examples_matplotlib_example_01.png differ
diff --git a/docs/img/examples_matplotlib_example_01_dark.png b/docs/img/examples_matplotlib_example_01_dark.png
new file mode 100644
index 00000000..eeb5ec64
Binary files /dev/null and b/docs/img/examples_matplotlib_example_01_dark.png differ
diff --git a/docs/img/examples_matplotlib_example_02.png b/docs/img/examples_matplotlib_example_02.png
index e40befc3..7e86d76f 100644
Binary files a/docs/img/examples_matplotlib_example_02.png and b/docs/img/examples_matplotlib_example_02.png differ
diff --git a/docs/img/examples_matplotlib_example_02_dark.png b/docs/img/examples_matplotlib_example_02_dark.png
new file mode 100644
index 00000000..bf091774
Binary files /dev/null and b/docs/img/examples_matplotlib_example_02_dark.png differ
diff --git a/docs/img/examples_matplotlib_example_03.png b/docs/img/examples_matplotlib_example_03.png
index 27436c35..ed528b50 100644
Binary files a/docs/img/examples_matplotlib_example_03.png and b/docs/img/examples_matplotlib_example_03.png differ
diff --git a/docs/img/examples_matplotlib_example_03_dark.png b/docs/img/examples_matplotlib_example_03_dark.png
new file mode 100644
index 00000000..6955cbba
Binary files /dev/null and b/docs/img/examples_matplotlib_example_03_dark.png differ
diff --git a/docs/img/examples_matplotlib_example_04.png b/docs/img/examples_matplotlib_example_04.png
index 6c9bc1a9..716bfb9e 100644
Binary files a/docs/img/examples_matplotlib_example_04.png and b/docs/img/examples_matplotlib_example_04.png differ
diff --git a/docs/img/examples_matplotlib_example_04_dark.png b/docs/img/examples_matplotlib_example_04_dark.png
new file mode 100644
index 00000000..e4a0c440
Binary files /dev/null and b/docs/img/examples_matplotlib_example_04_dark.png differ
diff --git a/docs/img/examples_matplotlib_example_05.png b/docs/img/examples_matplotlib_example_05.png
index 2aaca9f1..05e4db51 100644
Binary files a/docs/img/examples_matplotlib_example_05.png and b/docs/img/examples_matplotlib_example_05.png differ
diff --git a/docs/img/examples_matplotlib_example_05_dark.png b/docs/img/examples_matplotlib_example_05_dark.png
new file mode 100644
index 00000000..8fddd747
Binary files /dev/null and b/docs/img/examples_matplotlib_example_05_dark.png differ
diff --git a/docs/img/examples_megengine_console.png b/docs/img/examples_megengine_console.png
index 8deb3e36..a5b09b15 100644
Binary files a/docs/img/examples_megengine_console.png and b/docs/img/examples_megengine_console.png differ
diff --git a/docs/img/examples_megengine_console_dark.png b/docs/img/examples_megengine_console_dark.png
new file mode 100644
index 00000000..855eb588
Binary files /dev/null and b/docs/img/examples_megengine_console_dark.png differ
diff --git a/docs/img/examples_megengine_mnist_config.png b/docs/img/examples_megengine_mnist_config.png
index 74e40d7e..a959f55e 100644
Binary files a/docs/img/examples_megengine_mnist_config.png and b/docs/img/examples_megengine_mnist_config.png differ
diff --git a/docs/img/examples_megengine_mnist_config_dark.png b/docs/img/examples_megengine_mnist_config_dark.png
new file mode 100644
index 00000000..4cccc989
Binary files /dev/null and b/docs/img/examples_megengine_mnist_config_dark.png differ
diff --git a/docs/img/examples_megengine_mnist_scalars.png b/docs/img/examples_megengine_mnist_scalars.png
index 91f8717d..ec164ee0 100644
Binary files a/docs/img/examples_megengine_mnist_scalars.png and b/docs/img/examples_megengine_mnist_scalars.png differ
diff --git a/docs/img/examples_megengine_mnist_scalars_dark.png b/docs/img/examples_megengine_mnist_scalars_dark.png
new file mode 100644
index 00000000..48c51952
Binary files /dev/null and b/docs/img/examples_megengine_mnist_scalars_dark.png differ
diff --git a/docs/img/examples_megengine_models_1.png b/docs/img/examples_megengine_models_1.png
index 2bd70fae..8e2c176d 100644
Binary files a/docs/img/examples_megengine_models_1.png and b/docs/img/examples_megengine_models_1.png differ
diff --git a/docs/img/examples_megengine_models_1_dark.png b/docs/img/examples_megengine_models_1_dark.png
new file mode 100644
index 00000000..c03ad811
Binary files /dev/null and b/docs/img/examples_megengine_models_1_dark.png differ
diff --git a/docs/img/examples_megengine_models_2.png b/docs/img/examples_megengine_models_2.png
index 346f38a0..3797c56b 100644
Binary files a/docs/img/examples_megengine_models_2.png and b/docs/img/examples_megengine_models_2.png differ
diff --git a/docs/img/examples_megengine_models_2_dark.png b/docs/img/examples_megengine_models_2_dark.png
new file mode 100644
index 00000000..b60fa78a
Binary files /dev/null and b/docs/img/examples_megengine_models_2_dark.png differ
diff --git a/docs/img/examples_pipeline_from_decorator_DAG.png b/docs/img/examples_pipeline_from_decorator_DAG.png
index a4ecbc16..f14d8b67 100644
Binary files a/docs/img/examples_pipeline_from_decorator_DAG.png and b/docs/img/examples_pipeline_from_decorator_DAG.png differ
diff --git a/docs/img/examples_pipeline_from_decorator_DAG_dark.png b/docs/img/examples_pipeline_from_decorator_DAG_dark.png
new file mode 100644
index 00000000..11063cc3
Binary files /dev/null and b/docs/img/examples_pipeline_from_decorator_DAG_dark.png differ
diff --git a/docs/img/examples_pipeline_from_decorator_code.png b/docs/img/examples_pipeline_from_decorator_code.png
index 4e33e4cf..bed9af73 100644
Binary files a/docs/img/examples_pipeline_from_decorator_code.png and b/docs/img/examples_pipeline_from_decorator_code.png differ
diff --git a/docs/img/examples_pipeline_from_decorator_code_dark.png b/docs/img/examples_pipeline_from_decorator_code_dark.png
new file mode 100644
index 00000000..f96ca13f
Binary files /dev/null and b/docs/img/examples_pipeline_from_decorator_code_dark.png differ
diff --git a/docs/img/examples_pipeline_from_decorator_console.png b/docs/img/examples_pipeline_from_decorator_console.png
index 7e7bde0a..c2eec5ad 100644
Binary files a/docs/img/examples_pipeline_from_decorator_console.png and b/docs/img/examples_pipeline_from_decorator_console.png differ
diff --git a/docs/img/examples_pipeline_from_decorator_console_dark.png b/docs/img/examples_pipeline_from_decorator_console_dark.png
new file mode 100644
index 00000000..6927a3a7
Binary files /dev/null and b/docs/img/examples_pipeline_from_decorator_console_dark.png differ
diff --git a/docs/img/examples_pipeline_from_decorator_step_info.png b/docs/img/examples_pipeline_from_decorator_step_info.png
index 1aecdf88..086b9255 100644
Binary files a/docs/img/examples_pipeline_from_decorator_step_info.png and b/docs/img/examples_pipeline_from_decorator_step_info.png differ
diff --git a/docs/img/examples_pipeline_from_decorator_step_info_dark.png b/docs/img/examples_pipeline_from_decorator_step_info_dark.png
new file mode 100644
index 00000000..130848c0
Binary files /dev/null and b/docs/img/examples_pipeline_from_decorator_step_info_dark.png differ
diff --git a/docs/img/examples_pipeline_from_tasks_DAG.png b/docs/img/examples_pipeline_from_tasks_DAG.png
index 37c820e5..24b15bae 100644
Binary files a/docs/img/examples_pipeline_from_tasks_DAG.png and b/docs/img/examples_pipeline_from_tasks_DAG.png differ
diff --git a/docs/img/examples_pipeline_from_tasks_DAG_dark.png b/docs/img/examples_pipeline_from_tasks_DAG_dark.png
new file mode 100644
index 00000000..0c5c0a9e
Binary files /dev/null and b/docs/img/examples_pipeline_from_tasks_DAG_dark.png differ
diff --git a/docs/img/examples_pipeline_from_tasks_console.png b/docs/img/examples_pipeline_from_tasks_console.png
index 75c9364d..bf2cfd39 100644
Binary files a/docs/img/examples_pipeline_from_tasks_console.png and b/docs/img/examples_pipeline_from_tasks_console.png differ
diff --git a/docs/img/examples_pipeline_from_tasks_console_dark.png b/docs/img/examples_pipeline_from_tasks_console_dark.png
new file mode 100644
index 00000000..d607a44f
Binary files /dev/null and b/docs/img/examples_pipeline_from_tasks_console_dark.png differ
diff --git a/docs/img/examples_pipeline_from_tasks_step_info.png b/docs/img/examples_pipeline_from_tasks_step_info.png
index 2e6eb89a..2540a17d 100644
Binary files a/docs/img/examples_pipeline_from_tasks_step_info.png and b/docs/img/examples_pipeline_from_tasks_step_info.png differ
diff --git a/docs/img/examples_pipeline_from_tasks_step_info_dark.png b/docs/img/examples_pipeline_from_tasks_step_info_dark.png
new file mode 100644
index 00000000..023ba044
Binary files /dev/null and b/docs/img/examples_pipeline_from_tasks_step_info_dark.png differ
diff --git a/docs/img/examples_pytorch_lightning_console.png b/docs/img/examples_pytorch_lightning_console.png
index be726677..1c3a5987 100644
Binary files a/docs/img/examples_pytorch_lightning_console.png and b/docs/img/examples_pytorch_lightning_console.png differ
diff --git a/docs/img/examples_pytorch_lightning_console_dark.png b/docs/img/examples_pytorch_lightning_console_dark.png
new file mode 100644
index 00000000..a77c5e25
Binary files /dev/null and b/docs/img/examples_pytorch_lightning_console_dark.png differ
diff --git a/docs/img/examples_pytorch_lightning_model.png b/docs/img/examples_pytorch_lightning_model.png
index 318bf537..5f697cf7 100644
Binary files a/docs/img/examples_pytorch_lightning_model.png and b/docs/img/examples_pytorch_lightning_model.png differ
diff --git a/docs/img/examples_pytorch_lightning_model_dark.png b/docs/img/examples_pytorch_lightning_model_dark.png
new file mode 100644
index 00000000..b5f6d641
Binary files /dev/null and b/docs/img/examples_pytorch_lightning_model_dark.png differ
diff --git a/docs/img/examples_pytorch_lightning_params.png b/docs/img/examples_pytorch_lightning_params.png
index fda93775..4c4bdf7d 100644
Binary files a/docs/img/examples_pytorch_lightning_params.png and b/docs/img/examples_pytorch_lightning_params.png differ
diff --git a/docs/img/examples_pytorch_lightning_params_dark.png b/docs/img/examples_pytorch_lightning_params_dark.png
new file mode 100644
index 00000000..dcfd6115
Binary files /dev/null and b/docs/img/examples_pytorch_lightning_params_dark.png differ
diff --git a/docs/img/examples_pytorch_lightning_scalars.png b/docs/img/examples_pytorch_lightning_scalars.png
index 0aba01ef..10cc8462 100644
Binary files a/docs/img/examples_pytorch_lightning_scalars.png and b/docs/img/examples_pytorch_lightning_scalars.png differ
diff --git a/docs/img/examples_pytorch_lightning_scalars_dark.png b/docs/img/examples_pytorch_lightning_scalars_dark.png
new file mode 100644
index 00000000..43f243a0
Binary files /dev/null and b/docs/img/examples_pytorch_lightning_scalars_dark.png differ
diff --git a/docs/img/examples_sklearn_matplotlib_example_01.png b/docs/img/examples_sklearn_matplotlib_example_01.png
index 709826ec..ac4e81fd 100644
Binary files a/docs/img/examples_sklearn_matplotlib_example_01.png and b/docs/img/examples_sklearn_matplotlib_example_01.png differ
diff --git a/docs/img/examples_sklearn_matplotlib_example_01_dark.png b/docs/img/examples_sklearn_matplotlib_example_01_dark.png
new file mode 100644
index 00000000..e3d581ed
Binary files /dev/null and b/docs/img/examples_sklearn_matplotlib_example_01_dark.png differ
diff --git a/docs/img/ignite_artifact.png b/docs/img/ignite_artifact.png
index 40b58974..5ca92931 100644
Binary files a/docs/img/ignite_artifact.png and b/docs/img/ignite_artifact.png differ
diff --git a/docs/img/ignite_artifact_dark.png b/docs/img/ignite_artifact_dark.png
new file mode 100644
index 00000000..154f74a2
Binary files /dev/null and b/docs/img/ignite_artifact_dark.png differ
diff --git a/docs/img/ignite_model.png b/docs/img/ignite_model.png
index a0539443..c5851741 100644
Binary files a/docs/img/ignite_model.png and b/docs/img/ignite_model.png differ
diff --git a/docs/img/ignite_model_dark.png b/docs/img/ignite_model_dark.png
new file mode 100644
index 00000000..1af605f8
Binary files /dev/null and b/docs/img/ignite_model_dark.png differ
diff --git a/docs/img/ignite_training.png b/docs/img/ignite_training.png
index 8472a5be..568d4351 100644
Binary files a/docs/img/ignite_training.png and b/docs/img/ignite_training.png differ
diff --git a/docs/img/ignite_training_dark.png b/docs/img/ignite_training_dark.png
new file mode 100644
index 00000000..bf6d96b0
Binary files /dev/null and b/docs/img/ignite_training_dark.png differ
diff --git a/docs/img/integrations_lightningcli_params.png b/docs/img/integrations_lightningcli_params.png
index 22e4b85b..b4fea76d 100644
Binary files a/docs/img/integrations_lightningcli_params.png and b/docs/img/integrations_lightningcli_params.png differ
diff --git a/docs/img/integrations_lightningcli_params_dark.png b/docs/img/integrations_lightningcli_params_dark.png
new file mode 100644
index 00000000..8d651d36
Binary files /dev/null and b/docs/img/integrations_lightningcli_params_dark.png differ
diff --git a/docs/img/manual_matplotlib_reporting_01.png b/docs/img/manual_matplotlib_reporting_01.png
index bbba2e66..fa2327d0 100644
Binary files a/docs/img/manual_matplotlib_reporting_01.png and b/docs/img/manual_matplotlib_reporting_01.png differ
diff --git a/docs/img/manual_matplotlib_reporting_01_dark.png b/docs/img/manual_matplotlib_reporting_01_dark.png
new file mode 100644
index 00000000..3feb843e
Binary files /dev/null and b/docs/img/manual_matplotlib_reporting_01_dark.png differ
diff --git a/docs/img/manual_matplotlib_reporting_02.png b/docs/img/manual_matplotlib_reporting_02.png
index 52f134bd..6c2f392f 100644
Binary files a/docs/img/manual_matplotlib_reporting_02.png and b/docs/img/manual_matplotlib_reporting_02.png differ
diff --git a/docs/img/manual_matplotlib_reporting_02_dark.png b/docs/img/manual_matplotlib_reporting_02_dark.png
new file mode 100644
index 00000000..0e1d61ad
Binary files /dev/null and b/docs/img/manual_matplotlib_reporting_02_dark.png differ
diff --git a/docs/img/manual_matplotlib_reporting_03.png b/docs/img/manual_matplotlib_reporting_03.png
index 5a67d0de..56995148 100644
Binary files a/docs/img/manual_matplotlib_reporting_03.png and b/docs/img/manual_matplotlib_reporting_03.png differ
diff --git a/docs/img/manual_matplotlib_reporting_03_dark.png b/docs/img/manual_matplotlib_reporting_03_dark.png
new file mode 100644
index 00000000..cccb0c54
Binary files /dev/null and b/docs/img/manual_matplotlib_reporting_03_dark.png differ
diff --git a/docs/img/pipeline_from_functions_DAG.png b/docs/img/pipeline_from_functions_DAG.png
index b7374bb3..fe9e1180 100644
Binary files a/docs/img/pipeline_from_functions_DAG.png and b/docs/img/pipeline_from_functions_DAG.png differ
diff --git a/docs/img/pipeline_from_functions_DAG_dark.png b/docs/img/pipeline_from_functions_DAG_dark.png
new file mode 100644
index 00000000..57469b3c
Binary files /dev/null and b/docs/img/pipeline_from_functions_DAG_dark.png differ
diff --git a/docs/img/pipeline_from_functions_code.png b/docs/img/pipeline_from_functions_code.png
index 9c01f0fa..be5ebe96 100644
Binary files a/docs/img/pipeline_from_functions_code.png and b/docs/img/pipeline_from_functions_code.png differ
diff --git a/docs/img/pipeline_from_functions_code_dark.png b/docs/img/pipeline_from_functions_code_dark.png
new file mode 100644
index 00000000..b834c873
Binary files /dev/null and b/docs/img/pipeline_from_functions_code_dark.png differ
diff --git a/docs/img/pipeline_from_functions_console.png b/docs/img/pipeline_from_functions_console.png
index 438f9b40..df8679e6 100644
Binary files a/docs/img/pipeline_from_functions_console.png and b/docs/img/pipeline_from_functions_console.png differ
diff --git a/docs/img/pipeline_from_functions_console_dark.png b/docs/img/pipeline_from_functions_console_dark.png
new file mode 100644
index 00000000..aff92dd9
Binary files /dev/null and b/docs/img/pipeline_from_functions_console_dark.png differ
diff --git a/docs/img/pipeline_from_functions_step_info.png b/docs/img/pipeline_from_functions_step_info.png
index 6526913f..10fcb3f0 100644
Binary files a/docs/img/pipeline_from_functions_step_info.png and b/docs/img/pipeline_from_functions_step_info.png differ
diff --git a/docs/img/pipeline_from_functions_step_info_dark.png b/docs/img/pipeline_from_functions_step_info_dark.png
new file mode 100644
index 00000000..8bfc02c8
Binary files /dev/null and b/docs/img/pipeline_from_functions_step_info_dark.png differ
diff --git a/docs/integrations/ignite.md b/docs/integrations/ignite.md
index 206daa9d..534eb4e9 100644
--- a/docs/integrations/ignite.md
+++ b/docs/integrations/ignite.md
@@ -132,13 +132,14 @@ All the task information that ClearML captures can be viewed in the [WebApp](../
 
 View saved model snapshots in the **ARTIFACTS** tab.
 
-![Model snapshots](../img/ignite_artifact.png)
+![Model snapshots](../img/ignite_artifact.png#light-mode-only)
 
 ### Scalars 
 
 View the scalars in the task's **SCALARS** tab.
 
-![Scalars](../img/examples_cifar_scalars.png)
+![Scalars](../img/examples_cifar_scalars.png#light-mode-only)
+![Scalars](../img/examples_cifar_scalars_dark.png#dark-mode-only)
 
 
 ### Debug Samples
@@ -146,5 +147,6 @@ View the scalars in the task's **SCALARS** tab.
 ClearML automatically tracks images logged to `TensorboardLogger`. They appear in the task's **DEBUG SAMPLES**.
 
 
-![Debug Samples](../img/examples_integration_pytorch_ignite_debug.png)
+![Debug Samples](../img/examples_integration_pytorch_ignite_debug.png#light-mode-only)
+![Debug Samples](../img/examples_integration_pytorch_ignite_debug_dark.png#dark-mode-only)
 
diff --git a/docs/integrations/matplotlib.md b/docs/integrations/matplotlib.md
index 673a8c80..6f647c92 100644
--- a/docs/integrations/matplotlib.md
+++ b/docs/integrations/matplotlib.md
@@ -28,7 +28,8 @@ This will create a ClearML Task that captures:
 View captured Matplotlib plots and images in the [WebApp](../webapp/webapp_exp_track_visual.md), 
 in the task's **Plots** and **Debug Samples** tabs respectively.
 
-![Task plots](../img/examples_matplotlib_example_01.png)
+![Task plots](../img/examples_matplotlib_example_01.png#light-mode-only)
+![Task plots](../img/examples_matplotlib_example_01_dark.png#dark-mode-only)
 
 ## Automatic Logging Control 
 By default, when ClearML is integrated into your script, it captures all of your matplotlib visualizations. 
@@ -67,12 +68,14 @@ plt.show()
 
 The logged figure is displayed in the task's **Plots** tab. 
 
-![Task Matplotlib plots](../img/manual_matplotlib_reporting_01.png)
+![Task Matplotlib plots](../img/manual_matplotlib_reporting_01.png#light-mode-only)
+![Task Matplotlib plots](../img/manual_matplotlib_reporting_01_dark.png#dark-mode-only)
 
 Matplotlib figures can be logged as images by passing `report_image=True` to `Logger.report_matplotlib_figure()`. 
 View the images in the task's **DEBUG SAMPLES** tab.
 
-![Task debug sample](../img/manual_matplotlib_reporting_03.png)
+![Task debug sample](../img/manual_matplotlib_reporting_03.png#light-mode-only)
+![Task debug sample](../img/manual_matplotlib_reporting_03_dark.png#dark-mode-only)
 
 See [Manual Matplotlib Reporting](../guides/reporting/manual_matplotlib_reporting.md) example.
 
diff --git a/docs/integrations/pytorch_lightning.md b/docs/integrations/pytorch_lightning.md
index 987eb7c3..540b569d 100644
--- a/docs/integrations/pytorch_lightning.md
+++ b/docs/integrations/pytorch_lightning.md
@@ -31,7 +31,8 @@ And that's it! This creates a [ClearML Task](../fundamentals/task.md) which capt
 
 You can view all the task details in the [WebApp](../webapp/webapp_overview.md). 
 
-![LightningCLI params](../img/integrations_lightningcli_params.png)
+![LightningCLI params](../img/integrations_lightningcli_params.png#light-mode-only)
+![LightningCLI params](../img/integrations_lightningcli_params_dark.png#dark-mode-only)
 
 See an example of PyTorch Lightning and ClearML in action [here](../guides/frameworks/pytorch_lightning/pytorch_lightning_example.md).