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Arm Create: AI Optimization Challenge

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Connect with the participants – support your favorite projects by liking, sharing, and commenting on them.

Filter submissions

What was the hardest part of building or optimizing your project? Select all that apply
What would have made it easier to complete your project? Select all that apply.
Did this challenge change your likelihood of building on Arm in the future?
How likely are you to continue developing, optimizing, or deploying this project after the challenge?
Audimus
Audimus

Audimus detects scam calls from the words spoken, entirely on-device with Gemma 4 E2B. No server, no data leaving your phone, 12.6x faster with Arm KleidiAI.

Krishna V guru raj Karthikeya Machiraju Krishna S + 1
0 0
ARMServe
ARMServe

**ArmInferX — Autonomous AI inference optimization for faster, smarter, and more cost-efficient Arm64 cloud deployments.**

Karthick Raja Hari Hara Sudharsan J IRAIANBU R ECE DEEPAK PRABAKARAN ACT + 1
2 0
SURVIVAL_SIGNAL
SURVIVAL_SIGNAL

Survival Signal: AI triage for crisis zones. It turns symptoms into urgent data to prioritize care when hospitals are overwhelmed. Resilience through instant AI diagnostics.

Ravshan Khaydarov Stronger Everyday
0 0
projectNala
projectNala

A pure C++ LLM inference server optimized for Armv9-A cloud instances. Leverages KleidiAI for maximum performance, exposing a lightweight, OpenAI-compatible REST API for GGUF models.

Frank Atherson
0 0
ARM Cortex-M AI Aircraft Health & Crack Risk Monitor
ARM Cortex-M AI Aircraft Health & Crack Risk Monitor

An ARM Cortex-M Physical AI system combining optimized AI crack detection and multi-sensor monitoring to generate adaptive health scores, component risk maps, and real-time maintenance decisions.

ABISHEK J VLSI Ashwell Castro LOKESH V VLSI V S RAKSHITH VLSI
0 0
SKaiNET-native-kernels
SKaiNET-native-kernels

Simple native llama inference engine build with SKaiNET

0 0
BusinessRadar
BusinessRadar

BusinessRadar: AI scans Tashkent via OpenStreetMap & BigData to find 100% profit spots 🎯 Real-time stats on rivals & traffic 📊 Stop guessing, use AI to dominate the city! 🚀💸

Ravshan Khaydarov
0 0
CEPH OS
CEPH OS

Autonomous autopilot agent combining GPT-5.6 & Codex reasoning with tactical human augmentation. Automates resource acquisition and threat mapping inside a HUD.

Ravshan Khaydarov
0 0
#  OMNY-ANALYST: Autonomous Regulatory Intelligence
# OMNY-ANALYST: Autonomous Regulatory Intelligence

OMNY-ANALYST: While others hallucinate, we automate. 12 months of compliance in 10 mins with Gemini 2.0. Scalable. Fast.

Ravshan Khaydarov Stronger Everyday
3 1
Mowgli
Mowgli

An AI that shrinks big language models until they run on an old phone — and lets the phone, not the AI, decide whether it worked.

off rkv
0 0
llama.add - Attention Drop Decoder
llama.add - Attention Drop Decoder

llama.add removes attention work a model can afford to lose, making llama.cpp faster and lighter on Arm with no retraining, no new model file, and one runtime flag.

Michal Wojewodzki Dominika Szyfter
2 0
Armfit tuner
Armfit tuner

Benchmarks LLMs on real Android hardware to isolate Arm KleidiAI's true speedup from quantization alone; up to 2.4x faster inference, proven on a budget phone, not a flagship.

Fatima Fatima Aleem
0 0
simmetrikshifrlash
simmetrikshifrlash

forsecurity

Oyshabonu Kuchimova
0 0
ARM Mixquant
ARM Mixquant

Sensitivity-aware mixed precision for ARM. Find the fragile tensors, spend bits there, and keep everything else small.

Shayan A Pahlavan
0 0
ArmScan
ArmScan

Bringing Mamba-3 from GPU kernels to Arm CPUs

Aditya Patra
0 0
Radar Based Human Activity Recognition
Radar Based Human Activity Recognition

Privacy-Preserving Activity Recognition with Real-Time Edge AI.

225ec5019 (Chavvakula Hima Anitha) 521ec1005 (Abinash Sahoo)
1 0
Arm-Agentic-Optimizer
Arm-Agentic-Optimizer

An AI optimization copilot that automatically profiles naive AI code kernels and refactors them into vectorized Arm NEON assembly and KleidiAI microkernels, with green-cloud sustainability metrics.

Raghav Parasher
0 0
PocketTune Bench
PocketTune Bench

A quality-gated benchmark that chooses the right on-device AI configuration for the workload—not merely the fastest-looking one.

Kenny Leung
0 0
An AI enabled intelligent early weather warning system
An AI enabled intelligent early weather warning system

AI for good

soulcraft-boop Akwah EmmanuelMagks@$ Priscilla Aboagye florianlamptey + 3
5 0
ArmTune - AI Model Optimizer for Arm CPUs
ArmTune - AI Model Optimizer for Arm CPUs

One command to quantize and benchmark any Hugging Face model for Arm CPUs — real, reproducible before/after numbers verified on genuine Arm hardware, not marketing claims.

Prasanna Kumar
1 0
ECOsphere  Evidence-Driven Physical AI
ECOsphere Evidence-Driven Physical AI

coSphere turns hazard classification into rover action

KRISHNASWAMY  K V MANORANJAN V S MONISHWAR B ECE SRIDAYA T M VLSI
0 0
ARM YOLOv8 Edge Optimization
ARM YOLOv8 Edge Optimization

Optimizing YOLOv8 for faster and lighter AI inference on ARM-based edge hardware using INT8 quantization, ONNX Runtime, and multi-threaded CPU execution.

RISHI BALAJI B . NAVEENKUMAR S . GITTHESH R . RESHICHEZHIAN B .
0 0
A.R.I.A.- Adaptive Runtime Inference Accelerator
A.R.I.A.- Adaptive Runtime Inference Accelerator

Most Edge AI wastes power running max accuracy nonstop! ARIA is a trained Meta-Controller that switches AI model variants on Arm Cortex-M chips in real time, spending compute when it really matters.

Rishiraj Kumar Sachi Patwardhan
1 0
armtune
armtune

Auto-tunes llama.cpp on Android big.LITTLE: +23% decode, validated end-to-end. Found & fixed a 2-year silent affinity bug in llama.cpp, merged upstream https://github.com/ggml-org/llama.cpp/pull/26838

Hitesh Chopra
0 0

73 – 96 of 333

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