Metadata-Version: 2.4
Name: spacelith
Version: 0.1.0
Summary: Spacelith Edge AI SDK: Space-Ready Model Quantization & SEU Protection
Author-email: Chirag Raj Dadhich <engineering@spacelith.com>
Requires-Python: >=3.9
Description-Content-Type: text/markdown
Requires-Dist: numpy>=1.22.0
Requires-Dist: pyyaml>=6.0

# 🛰️ Spacelith Edge AI SDK

[![Python 3.9+](https://img.shields.io/badge/python-3.9+-blue.svg)](https://www.python.org/downloads/)
[![Platform](https://img.shields.io/badge/Target-ARM64%20%7C%20Jetson%20%7C%20LEO%20Satellites-orange.svg)]()
[![Fault Tolerance](https://img.shields.io/badge/SEU%20Mitigation-CRC32%20%2B%20L1%20HotReload-green.svg)]()
[![Telemetry](https://img.shields.io/badge/Downlink-CCSDS%20133.0--B--2-blueviolet.svg)]()
[![License](https://img.shields.io/badge/License-Proprietary%20%2F%20Spacelith-red.svg)]()

> **Turn standard PyTorch & YOLO models into space-grade, radiation-tolerant edge binaries in 2 lines of code.**

`spacelith` is an edge AI compilation, quantization, and fault-tolerance toolkit designed for tactical UAVs, defense payloads, and Low Earth Orbit (LEO) satellites. It bridges the gap between terrestrial AI development and harsh orbital environments.

---

## ⚡ Key Features

* **🚀 2-Line Space Deployment:** Effortlessly compile PyTorch (`.pt`) and ONNX models into `.spacelith` execution bundles.
* **⚡ High-Density INT8 Quantization:** 3x inference acceleration and >50% power reduction for COTS accelerators (NVIDIA Jetson / ARM64).
* **🛡️ Autonomous SEU Healing:** Built-in radiation checksum manifests (CRC32/SHA-256) and autonomous weight-reloading (<50 ms) to survive cosmic ray bit-flips in orbit.
* **📡 99% Downlink Bandwidth Reduction:** Integrated cloud-cover and blank-frame pruning with standard **CCSDS 133.0-B-2** packet framing for immediate tactical alerting.
* **🎯 Dual-Use Architecture:** Validated for both tactical defense UAVs (GNSS-denied/EW environments) and LEO SmallSats (550 km SSO).

---

## 📦 Installation

```bash
# Clone the repository
git clone [https://github.com/spacelith-aeronauts/spacelith-sdk.git](https://github.com/spacelith-aeronauts/spacelith-sdk.git)
cd spacelith-sdk

# Install in editable mode
pip install -e .
