Machine Learning Systems
machine-learning deep-learning artificial-intelligence textbook courseware computer-systems edge-machine-learning machine-learning-systems tinyml cloud-ml embedded-ml mobile-ml
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Jul 26, 2026 - Python
embedded-ml - 技术专题
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Here are 38 public repositories matching this topic...
MINERVA - Minimal Inference Engine for Robust, Verifiable, and Authenticated ML. Encrypted, integrity-verified neural network inference for MCUs down to ATmega328P.
c iot security arduino avr machine-learning microcontroller neural-network atmega inference-engine tiny-ml embedded-ml
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May 13, 2026 - C
TinyML & Edge AI: On-device inference, model quantization, embedded ML, ultra-low-power AI for microcontrollers and IoT devices.
raspberry-pi iot arduino microcontroller cortex-m esp32 embedded-systems pruning quantization knowledge-distillation edge-computing ultra-low-power tensorflow-lite neural-network-compression edge-ai tinyml model-optimization embedded-ml on-device-inference tiny-deep-learning
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Nov 10, 2025 - Python
Pure-Rust prompt-injection detector with 1.5MB embedded MLP classifier. 98.40% accuracy, p50 14ms CPU inference, bindings for Python/JS/Go. Apache-2.0/MIT alternative to Rebuff (archived) and Lakera Guard.
nodejs rust golang machine-learning neural-network python-bindings ai-safety security-tools jailbreak-detection onnx ai-security guardrails embedded-ml prompt-injection llm-security llm-firewall prompt-guard prompt-injection-detection rebuff-alternative lakera-alternative
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Jul 23, 2026 - Rust
Ahead-of-time compiler that tiles ML models to fit embedded devices with hard memory budgets.
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Jul 26, 2026 - Python
Fajar Lang (fj) — Systems programming language for embedded ML & OS development. Compiler-enforced safety with @kernel/@device/@safe contexts. Rust-based compiler with Cranelift/LLVM backends. Made in Indonesia.
programming-language rust machine-learning compiler x86-64 llvm cuda wasm indonesia tensor arm64 quantization bare-metal risc-v systems-programming os-development embedded-ml
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Jun 12, 2026 - Rust
Python ML for training a custom on-device cry model (knowledge-distilled from YAMNet, INT8, deployed on ESP32-S3)
tensorflow esp32 audio-classification knowledge-distillation audioset tflite cry-detection on-device-ml yamnet tinyml int8-quantization esp32-s3 embedded-ml
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May 3, 2026 - Python
Suite of edge-AI tools and a web dashboard that help schools cut water, food, and energy waste by detecting leaks, sorting compost, and visualizing consumption in one conclusive dashboard.
sustainability deep-learning predictive-maintenance binary-classificaiton edge-ai acoustic-detection embedded-ml
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Jul 1, 2026 - Jupyter Notebook
50.7x latency-optimized heterogeneous Vision Transformer (DeiT) hardware accelerator built on the Xilinx ZCU104 FPGA using DPU + custom HLS IPs.
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May 25, 2026 - Jupyter Notebook
ESP32 camera that escalates from gentle reminders to airhorn if you slouch
mqtt iot arduino machine-learning computer-vision esp32 health platformio home-assistant posture tensorflow-lite tflite esp32-cam tinyml esp32s3 embedded-ml
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Feb 5, 2026 - C++
Hardware-aware face detection on Samsung GT-S7392 (ARM Cortex-A9)
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Apr 15, 2026 - Python
Curated Edge AI resources for computer vision & audio: hardware, frameworks, benchmarks, literature, and communities (excluding mobile).
benchmarking computer-vision fpga deep-learning hardware gpu inference awesome-list hardware-acceleration resource-list edge-computing npu edge-ai tinyml embedded-ml ai-accelerator
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Aug 1, 2025
End-to-end TinyML pipeline: gesture recognition on Arduino Nano 33 BLE Sense — 1D CNN (97.6% acc, 26.9 KB INT8) + 5 ML baselines, BLE→WebSocket→web dashboard.
arduino microcontroller scikit-learn imu bluetooth-le gesture-recognition tensorflow-lite edge-ai tinyml embedded-ml
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Jul 23, 2026 - C++
Real-time garbage sorting with MobileNetV3 on Raspberry Pi, STM32 handles the hardware side.
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Jul 9, 2026 - C
CS2 Skin Preview & Customization Utility for Weapons and Inventory is a visual tool for exploring and customizing weapon and inventory appearances in Counter-Strike 2, designed for previews, loadout styling, and cosmetic experimentation.
machine-learning lua deep-learning reverse-engineering artificial-intelligence x86 courseware tinyml cloud-ml embedded-ml
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Jan 27, 2026
Novel DBSCAN-based FPGA system for automatic modulation classification and NDA SNR estimation. O(n²)→O(n) complexity reduction. 71.7% lower power than state-of-the-art.
fpga signal-processing matlab verilog edge-computing modulation-classification cognitive-radio edge-ai tinyml embedded-ml snr-estimation
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Jun 9, 2026 - Verilog
This is open source library for creating artificial neural network in c programming language for general purpose use.
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Jan 23, 2023 - C
Notes and resources from Qualcomm On-device AI course, provided by DeepLearningAI
qualcomm edge-computing embedded-ai edge-ai on-device-ml on-device-ai edge-vision edge-ml on-device-deep-learning embedded-ml lightweight-models smol-models
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Jun 8, 2025 - Jupyter Notebook
Generative horror adventure with a quantized transformer running locally in a Game Boy-compatible ROM.
game-development transformer retrocomputing game-boy quantization gbdk lr35902 embedded-ml generative-ai
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Jul 14, 2026 - C
Compress PyTorch models for edge devices — CPU-only, no GPU, no retraining. One function call.
python iot machine-learning deep-learning pytorch evolutionary-algorithm nas nsga2 model-compression neural-architecture-search onnx edge-ml cpu-inference embedded-ml
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Jul 23, 2026 - Python