Update README.md

README.md

@@ -1,18 +1,13 @@
 ---
-title: Neural Layer Inspector
-emoji: 🧠
+title: DeepVision Forensic Suite
+emoji: 🛡️
 colorFrom: blue
-colorTo: indigo
+colorTo: gray
 sdk: gradio
 app_file: app.py
 pinned: false
 ---
 
-# Neural Layer Inspector
+# DeepVision Forensic Suite
 
-This is a technical utility designed for Deep Learning engineers to inspect the internal attention mechanisms of Vision Transformers (ViT).
-
-### How it works
-1. **Model**: Uses `google/vit-base-patch16-224`.
-2. **Extraction**: Accesses the `attentions` attribute from the model output.
-3. **Visualization**: Maps the 1D attention sequence back to the 2D image coordinate space using interpolation and normalization.
+A technical utility for deep-learning powered image analysis. This tool uses DETR (DEtection TRansformers) for object detection and ViT (Vision Transformer) for image classification. Designed for forensic, industrial, and security applications.