Update README.md

README.md

@@ -6,7 +6,7 @@ base_model:
 
 # Model Card for Model ID
 
-<!-- Provide a quick summary of what the model is/does. --> This model detects California Sea Lions, and Northern Fur Seals, and a veriety of age classes. It is designed to help streamline population counts and help scientists study Pinniped health.
+<!-- Provide a quick summary of what the model is/does. --> This model detects California Sea Lions, and Northern Fur Seals, and a veriety of age classes. It is designed to help streamline population counts and help scientists study Pinniped population health.
 
 This modelcard aims to be a base template for new models. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/modelcard_template.md?plain=1).
 
@@ -14,7 +14,7 @@ This modelcard aims to be a base template for new models. It has been generated
 
 ### Model Description
 
-<!-- Provide a longer summary of what this model is. -->
+<!-- Provide a longer summary of what this model is. --> This model uses images from an aerial survey of the california coast by NOAA's Marine Mammal Lab. It uses YOLOv11 as a base model for inferences. Model weights are updated to the most recent model run. 
 
 
 
@@ -22,25 +22,26 @@ This modelcard aims to be a base template for new models. It has been generated
 - **Funded by [optional]:** [More Information Needed]
 - **Shared by [optional]:** [More Information Needed]
 - **Model type:** [More Information Needed]
-- **Language(s) (NLP):** [More Information Needed]
+- **Language(s) (NLP):** [Python]
 - **License:** [More Information Needed]
-- **Finetuned from model [optional]:** [More Information Needed]
+- **Finetuned from model [Yolov11]:** [More Information Needed]
 
-### Model Sources [optional]
+### Dataset Description
 
-<!-- Provide the basic links for the model. -->
+<!-- Provide the basic links for the model. --> NOAA Marine Mammal Lab Aerial surveys Summer 2024. The images are large aerial images with varying substrates and pinniped species. All images annotated by hand and resized to 640x640 by me. Albumentations are the default ones set by Yolov11. 
 
 - **Repository:** [More Information Needed]
 - **Paper [optional]:** [More Information Needed]
 - **Demo [optional]:** [More Information Needed]
 
-## Uses
+## Model Selection
 
-<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. --> I used Yolov11 because it was the most up to date Yolo at the time, using object detection. 
 
-### Direct Use
+### Model Assesment
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. --> 
 
-<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
 
 [More Information Needed]