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@@ -53,13 +53,20 @@ The following graphs illustrate the training progress and model evaluation:
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| **85% Confidence in Tank** | **Domain Mismatch (Aerial Optimized)** |
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## 📦 Multi-Platform Deployment
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## 🛠 Usage
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```python
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| **85% Confidence in Tank** | **Domain Mismatch (Aerial Optimized)** |
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## 📦 Multi-Platform Deployment & Downloads
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VeritaMilitary supports a wide range of hardware. Click the buttons below to download the optimized formats:
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| Framework | Target Hardware | Optimization | One-Click Download |
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| :--- | :--- | :--- | :--- |
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| <img src="https://files.svgcdn.io/simple-icons/onnx.png" width="40"> | **Universal** (PC, Cloud, Edge) | Standard FP32/FP16 | [**⬇️ Download ONNX**](https://huggingface.co/arkito/VeritaMilitary/resolve/main/best.onnx) |
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| <img src="https://pbs.twimg.com/media/Dm8PPNMUUAAW0aJ.jpg" width="80"> | **NVIDIA Jetson / RTX** | CUDA Accelerated | [**⬇️ Download TensorRT (.engine)**](https://huggingface.co/arkito/VeritaMilitary/resolve/main/best.engine) |
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| <img src="https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcRlF8SVfM6mBuzXS3VslsbwLE8bwMp1e8t4vQ&s" width="80"> | **Intel CPU / iGPU** | OpenVINO Runtime | [**⬇️ Download OpenVINO**](https://huggingface.co/arkito/VeritaMilitary/resolve/main/best_openvino_model.zip) |
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| <img src="https://storage.googleapis.com/gweb-developer-goog-blog-assets/images_archive/original_images/image1_v7xhr8h.png" width="80"> | **Mobile / Android** | Mobile Quantized | [**⬇️ Download TFLite**](https://huggingface.co/arkito/VeritaMilitary/resolve/main/best_float16.tflite) |
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| <img src="https://www.tensorflow.org/images/tf_logo_horizontal.png" width="80"> | **Web Browsers** | TensorFlow.js | [**⬇️ Download TF.js**](https://huggingface.co/arkito/VeritaMilitary/resolve/main/best_web_model.zip) |
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| <img src="https://www.tensorflow.org/images/tf_logo_horizontal.png" width="80"> | **Legacy Systems** | Frozen Graph (.pb) | [**⬇️ Download TF-PB**](https://huggingface.co/arkito/VeritaMilitary/resolve/main/best.pb) |
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| <img src="https://pytorch.org/assets/images/pytorch-logo.png" width="70"> | **C++ / Production** | TorchScript JIT | [**⬇️ Download TorchScript**](https://huggingface.co/arkito/VeritaMilitary/resolve/main/best.torchscript) |
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| <img src="https://developer.apple.com/assets/elements/icons/core-ml/core-ml-96x96_2x.png" width="35"> | **iOS / macOS** | Apple Neural Engine | [**⬇️ Download CoreML**](https://huggingface.co/arkito/VeritaMilitary/resolve/main/best.mlpackage.zip) |
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| <img src="https://github.com/alibaba/MNN/raw/master/doc/banner.png" width="60"> | **Embedded Devices** | MNN Optimized | [**⬇️ Download MNN**](https://huggingface.co/arkito/VeritaMilitary/resolve/main/best.mnn) |
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## 🛠 Usage
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```python
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