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README.md

@@ -1,16 +1,14 @@
-# 🧱 LEGO Brick Classifier — Gradio Space
-
-This Space wraps a trained **AutoGluon** tabular model that classifies LEGO pieces as **Standard**, **Flat**, or **Sloped** from four inputs: **Length, Height, Width, Studs**.
-
-- **Model repo:** `Iris314/classical-automl-model` (uses `lego_predictor_dir.zip`)
-- **Dataset:** `aedupuga/lego-sizes`
-- **Model type:** AutoML ensemble (best = LightGBM)
-- **Purpose:** Coursework demo for classical ML + Gradio
-
-## How it works
-- Downloads the predictor from the model repo via `huggingface_hub`.
-- Renames UI features to the training schema: `Length → Max Length (cm)`, `Height → Max Height (cm)`, `Width → Width (cm)`, keeps `Studs`.
-- Runs `predict_proba` and shows a top-3 probability label.
-
-## Notes
-- This is a teaching demo; dataset is small/synthetic. Not for production.
+--- 
+title: 🧱 LEGO Brick Classifier
+emoji: 🧩
+colorFrom: blue
+colorTo: indigo
+sdk: gradio
+sdk_version: "4.44.0"
+app_file: app.py
+pinned: false
+---
+
+# 🧱 LEGO Brick Classifier
+Predict whether a LEGO brick is **Standard**, **Flat**, or **Sloped** using an AutoGluon model.
+Built with ❤️ using Gradio and Hugging Face Spaces.