Code for paper 'Multi-Component Optimization and Efficient Deployment of Neural-Networks on Resource-Constrained IoT Hardware'
☆24Apr 22, 2022Updated 4 years ago
Alternatives and similar repositories for CNN_on_MCU
Users that are interested in CNN_on_MCU are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for IoT Journal paper 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'☆50Oct 24, 2022Updated 3 years ago
- Code for WF-IoT paper 'TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers'☆40Jul 23, 2022Updated 4 years ago
- Code for IEEE Internet Computing Journal paper 'OTA-TinyML: Over the Air Deployment of TinyML Models and Execution on IoT Devices'☆30Jul 7, 2022Updated 4 years ago
- Compression of Deep Neural Networks LeNet-300-100 and LeNet-5 trained on MNIST and CIFAR-10 using Quantization, Knowledge Distillation & …☆20Aug 22, 2019Updated 7 years ago
- [JMLR'20] NeurIPS 2019 MicroNet Challenge Efficient Language Modeling, Champion☆41Feb 26, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Minimum viable code for the Decodable Information Bottleneck paper. Pytorch Implementation.☆12Oct 20, 2020Updated 5 years ago
- This is the open-source version of TinyTS. The code is dirty so far. We may clean the code in the future.☆22Aug 11, 2025Updated last year
- Port of an unofficial EPFL LaTeX template to Typst.☆17Feb 25, 2025Updated last year
- These are the implementations of two service placement algorithms for fog computing in python 2.7. One is an ILP-based algorithm and the …☆24Apr 4, 2022Updated 4 years ago
- ☆13Jul 14, 2025Updated last year
- ☆21Apr 27, 2024Updated 2 years ago
- Code for ns-3 network simulator☆15Feb 15, 2023Updated 3 years ago
- Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge☆10Mar 6, 2023Updated 3 years ago
- www.nxp.com/mcu-vision3d https://nxp.github.io/vizn3d_smartlock_oobe☆13Oct 9, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- HFMF: Hierarchical Fusion Meets Multi-Stream Models for Deepfake Detection☆13Jan 6, 2025Updated last year
- Official PyTorch implementation of "Evolving Search Space for Neural Architecture Search"☆12Aug 18, 2021Updated 5 years ago
- Official code for the CVPR 2024 Paper "Can Biases in ImageNet Models Explain Generalization?".☆13Jun 24, 2024Updated 2 years ago
- muRISCV-NN is a collection of efficient deep learning kernels for embedded platforms and microcontrollers.☆107Sep 12, 2026Updated last week
- STM32 Application for datalogging feature with NanoEdge AI Studio☆14Jun 13, 2024Updated 2 years ago
- ☆13May 30, 2023Updated 3 years ago
- [ICLR'23] Trainability Preserving Neural Pruning (PyTorch)☆34May 21, 2023Updated 3 years ago
- ☆13Oct 30, 2024Updated last year
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆52Mar 19, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support☆92Mar 6, 2020Updated 6 years ago
- Example and helpers for building rust projects under cmake☆16Oct 5, 2018Updated 7 years ago
- A scheme for privacy-preserving learning on Tiny Devices.☆48Jan 12, 2022Updated 4 years ago
- Ensemble Knowledge Guided Sub-network Search and Fine-tuning for Filter Pruning☆19Sep 20, 2022Updated 4 years ago
- Official PyTorch implementation of "Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming" (ICML'23)☆13Apr 13, 2026Updated 5 months ago
- ☆13Oct 18, 2023Updated 2 years ago
- LCAI-TIHU SW is a software stack of the AI inference processor based on RISC-V☆23Dec 14, 2022Updated 3 years ago
- Implementation of paper - RepVGG-GELAN: ENHANCED GELAN WITH VGG-STYLE CONVNETS FOR BRAIN TUMOR DETECTION☆10Jul 19, 2025Updated last year
- PyTorch implementation for the Neural Logic Machines (NLM).☆12May 7, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for the paper "Optimal Off-Policy Evaluation from Multiple Logging Policies"☆15Jul 17, 2021Updated 5 years ago
- ☆18Nov 8, 2025Updated 10 months ago
- DOOM Music/Sound/Game Player for STM32H7B3I-DK and STM32F769I-DK☆16Jul 14, 2024Updated 2 years ago
- ☆28Oct 21, 2020Updated 5 years ago
- Solver for Inverse PDE Problems☆14Nov 17, 2024Updated last year
- Network Emulator based on NS3 and Docker, with the help of NS3 docs, Docker docs and some ideas from some research papers☆25Jan 10, 2019Updated 7 years ago
- Mamba inference code for MCUs☆21Sep 9, 2025Updated last year