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README.md

@@ -1,8 +1,11 @@
 ---
 license: apache-2.0
 tags:
-  - art
+  - segmentation
+  - background remover
 pretty_name: Open Remove Background Model
+datasets:
+  - schirrmacher/humans
 ---
 
 # Open Remove Background Model (ormbg)
@@ -23,10 +26,10 @@ The model was trained with the [Human Segmentation Dataset](https://huggingface.
 
 After 10.000 iterations with a single NVIDIA GeForce RTX 4090 the following achievements were made:
 
-- Training time: 8 hours
-- Training loss 0.1179
-- Validation loss: 0.1284
-- Maximum F1 score: 0.9928
+- Training Time: 8 hours
+- Training Loss: 0.1179
+- Validation Loss: 0.1284
+- Maximum F1 Score: 0.9928
 - Mean Absolute Error: 0.005
 
 Output model: `/models/ormbg.pth`.
@@ -40,10 +43,10 @@ git clone https://github.com/xuebinqin/DIS.git
 cd DIS
 ```
 
-Follow the installation instructions on https://github.com/xuebinqin/DIS?tab=readme-ov-file#1-clone-this-repo
+Follow the installation instructions on https://github.com/xuebinqin/DIS?tab=readme-ov-file#1-clone-this-repo.
 Download or create some data ([like this](https://huggingface.co/datasets/schirrmacher/humans)) and place it into the DIS project folder.
 
-I am applying the folder structure:
+I am using the folder structure:
 
 - training/im (images)
 - training/gt (ground truth)