diff --git a/Models.md b/Models.md
index c3560e8..b53e4c3 100644
--- a/Models.md
+++ b/Models.md
@@ -13,14 +13,39 @@ Default models in Human library are:
- **Hand Analysis**: MediaPipe Hands
- **Object Detection**: MobileNet-v3 with CenterNet
-## Notes
+
+
+## Changes
+
+All models are modified from original implementation in following manner:
+
+- Input pre-processing: image enhancements, normalization, etc.
+- Caching: custom caching operations to bypass specific model runs when no changes are detected
+- Output parsing: custom analysis of HeatMaps to regions, output values normalization, etc.
+- Output interpolation: custom smoothing operations
+- Model modifications:
+ - Model definition: reformatted for readability, added conversion notes and correct signatures
+ - Model weights: quantized to 16-bit float for size reduction
+
+Models are not re-trained so any bias included in the original models is present in `Human`
+*For any possible bias notes, see specific model cards*
+
+
+
+## Using Alternatives
+
+`Human` includes implementations for several alternative models which are normally not 1:1 replacement,
+but can be switched on-the-fly due to standardized output implementation
+
+
**Body detection** can be switched from `PoseNet` to `BlazePose`, `EfficientPose` or `MoveNet` depending on the use case:
- `PoseNet`: Works with multiple people in frame, works with only partial people
Best described as works-anywhere, but not with great precision
-- `MoveNet`: Works with single person in frame, works with only partial people
+- `MoveNet-Lightning`: Works with single person in frame, works with only partial people
Modernized and optimized version of PoseNet with different model architecture
+- `MoveNet-Thunder`: Variation of `MoveNet` with higher precision but slower processing
- `EfficientPose`: Works with single person in frame, works with only partial people
Experimental model that shows future promise but is not ready for wide spread usage due to performance
- `BlazePose`: Works with single person in frame and that person should be fully visibile
@@ -33,6 +58,8 @@ Default models in Human library are:
- `Age Detection`: SSR-Net Age IMDB
- `Face Embedding`: BecauseofAI MobileFace Embedding
+**Object detection** can be switched from `mb3-centernet` to `nanodet`
+