Initialize: Add requirements.txt and MIT LICENSE

LICENSE

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2026
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

README.md

@@ -81,12 +81,14 @@ streamlit run demo_app.py
 
 ```text
 ├── datasets/           # Labeled images (Train/Valid/Test)
-├── runs/               # YOLO training logs and output weights
-├── main.py             # FastAPI Inference Server (for n8n)
-├── demo_app.py         # Streamlit Dashboard (for demos)
-├── train_script.py     # Throttled training configuration
-├── best.pt             # THE BRAIN: The trained model weights
-└── README.md           # Documentation
-
+├── runs/               # YOLO training logs and output weight├── src
+│   ├── api                 # FastAPI entry points
+│   ├── application         # Use Cases (Orchestration)
+│   ├── domain              # Business Logic & Entities
+│   └── infrastructure      # External Services (MongoDB, VertexAI)
+├── best.pt                 # YOLOv8 Trained weights
+├── requirements.txt        # Python dependencies
+├── .env                    # Configuration (Mongo, Vertex)
+├── LICENSE                 # MIT License
+└── README.md
 ```
-