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
- Minimum viable code for the Decodable Information Bottleneck paper. Pytorch Implementation.☆12Oct 20, 2020Updated 5 years ago
- Code and Results for Master Thesis Project on Fixed-point Quantization of Convolutional Neural Networks for Quantized Inference on Embedd…☆13Feb 7, 2021Updated 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
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Port of an unofficial EPFL LaTeX template to Typst.☆17Feb 25, 2025Updated last year
- Official repository: Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrain…☆43Jul 19, 2023Updated 3 years ago
- Dockerized cross-compilation for the Bela platform☆14May 24, 2020Updated 6 years ago
- ☆16Apr 24, 2021Updated 5 years ago
- A collection of my ML projects, including : Music Recommendation System / CTR Prediction / Document Topic Model and Classifier / Financi…☆14Dec 11, 2018Updated 7 years ago
- Code for reproducing the results from "CrAM: A Compression-Aware Minimizer" accepted at ICLR 2023☆10Mar 1, 2023Updated 3 years ago
- ☆30Feb 7, 2020Updated 6 years ago
- HEI-VS Typst Template with Examples for Thesis☆17Jul 23, 2026Updated 2 months ago
- A desktop app that lets you read books sneakily at work. 摸鱼看小说工具。☆13Mar 19, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- DeepSZ: A Novel Framework to Compress Deep Neural Networks by Using Error-Bounded Lossy Compression☆12Oct 7, 2020Updated 6 years ago
- ☆21Apr 27, 2024Updated 2 years ago
- www.nxp.com/mcu-vision3d https://nxp.github.io/vizn3d_smartlock_oobe☆14Oct 9, 2023Updated 3 years ago
- 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
- GUI Tool to predict Credit Card Defaults☆14Sep 19, 2016Updated 10 years ago
- Official code for the CVPR 2024 Paper "Can Biases in ImageNet Models Explain Generalization?".☆13Jun 24, 2024Updated 2 years ago
- You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms☆12Apr 17, 2023Updated 3 years ago
- Official PyTorch implementation of the paper entitled 'Self Attentive Pooling for Efficient Deep Learning'.☆13May 3, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- muRISCV-NN is a collection of efficient deep learning kernels for embedded platforms and microcontrollers.☆107Sep 12, 2026Updated 3 weeks ago
- ☆18Apr 15, 2023Updated 3 years ago
- 2022_AAAI accepted paper, NaturalInversion:Data-Free Image Synthesis Improving Real-World Consistency☆10Mar 11, 2022Updated 4 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
- Acoustic features (MFSCs and MFCCs) for edge AI☆45Sep 11, 2023Updated 3 years ago
- Implements the FastICA algorithm☆21Sep 10, 2015Updated 11 years ago
- 符合 OpenAPI 3.0 规范的 Bilibili API 定义。☆18Jan 18, 2026Updated 8 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A scheme for privacy-preserving learning on Tiny Devices.☆48Jan 12, 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
- [ICCV 2023] Towards Building More Robust Models with Frequency Bias☆20Feb 27, 2024Updated 2 years ago
- Code for Golioth's Zephyr Training using the Nordic nRF7002-DK or nRF9160-DK☆35Jul 14, 2026Updated 2 months ago
- Deep Compression for PyTorch Model Deployment on Microcontrollers☆20Mar 26, 2021Updated 5 years ago
- LCAI-TIHU SW is a software stack of the AI inference processor based on RISC-V☆23Dec 14, 2022Updated 3 years ago