Update README.md

Author: Programmer-RD-AI

README.md

@@ -1,2 +1,49 @@
-# Find-Card
-Find-Card
+# DetectX: Simple Yet Powerful Object Detection Framework
+
+A lightweight and modular object detection framework powered by Detectron2, focusing on easy training and deployment.
+
+## Core Features
+
+- 🎯 Pre-configured Detectron2 models (Faster R-CNN, RetinaNet)
+- 🔄 Simple data pipeline for custom datasets
+- 📊 Built-in evaluation metrics (COCO metrics, RMSE, MSE, PSNR)
+- 🚀 Easy model configuration and training
+
+## Quick Start
+
+```bash
+# Install dependencies
+pip install -r requirements.txt
+
+# Train a model
+from Model.modelling.detectron2 import Detectron2
+
+model = Detectron2(
+    model="COCO-Detection/faster_rcnn_X_101_32x8d_FPN_3x.yaml",
+    max_iter=500,
+    base_lr=0.00025
+)
+model.train()
+```
+
+## Project Structure
+
+```
+ML/
+├── Model/
+│   ├── modelling/       # Core model implementations
+│   ├── dataset/         # Dataset handling utilities
+│   └── metrics/         # Evaluation metrics
+└── tests/              # Unit tests
+```
+
+## Currently Supported
+
+- Models: Faster R-CNN, RetinaNet
+- Metrics: COCO AP, RMSE, MSE, PSNR
+- Data formats: COCO-style annotations
+- GPU acceleration with CUDA
+
+## License
+
+Apache License 2.0