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:
- Supplementary material for IEEE Services Computing paper 'An SRAM Optimized Approach for Constant Memory Consumption and Ultra-fast Exec…☆13Jul 26, 2021Updated 4 years ago
- Yet another script to compile your latex documents☆16Sep 8, 2025Updated 9 months 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…☆12Feb 7, 2021Updated 5 years ago
- Official repository: Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrain…☆43Jul 19, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆16Apr 24, 2021Updated 5 years ago
- ☆14Jul 14, 2025Updated 11 months ago
- DeepSZ: A Novel Framework to Compress Deep Neural Networks by Using Error-Bounded Lossy Compression☆12Oct 7, 2020Updated 5 years ago
- On-Device Learning for Low-Power IoT Devices☆15Aug 12, 2023Updated 2 years ago
- PyTorch implementation of "Sequence to Sequence Learning with Neural Networks"☆10Jan 24, 2018Updated 8 years ago
- Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge☆10Mar 6, 2023Updated 3 years ago
- Code for ns-3 network simulator☆15Feb 15, 2023Updated 3 years ago
- A desktop app that lets you read books sneakily at work. 摸鱼看小说工具。☆13Mar 19, 2025Updated last year
- Official PyTorch implementation of "Evolving Search Space for Neural Architecture Search"☆12Aug 18, 2021Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Official code for the CVPR 2024 Paper "Can Biases in ImageNet Models Explain Generalization?".☆13Jun 24, 2024Updated 2 years ago
- ☆21Apr 27, 2024Updated 2 years ago
- HFMF: Hierarchical Fusion Meets Multi-Stream Models for Deepfake Detection☆13Jan 6, 2025Updated last year
- You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms☆12Apr 17, 2023Updated 3 years ago
- ☆16Mar 26, 2025Updated last year
- Code for RepNAS☆14Dec 21, 2021Updated 4 years ago
- Mamba inference code for MCUs☆20Sep 9, 2025Updated 9 months ago
- ☆34Jun 8, 2023Updated 3 years ago
- Official PyTorch implementation of the paper entitled 'Self Attentive Pooling for Efficient Deep Learning'.☆13May 3, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆18Apr 15, 2023Updated 3 years ago
- ☆21Apr 13, 2022Updated 4 years ago
- [ICLR'23] Trainability Preserving Neural Pruning (PyTorch)☆34May 21, 2023Updated 3 years ago
- 2022_AAAI accepted paper, NaturalInversion:Data-Free Image Synthesis Improving Real-World Consistency☆10Mar 11, 2022Updated 4 years ago
- ☆13Oct 30, 2024Updated last year
- CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices☆50Mar 19, 2020Updated 6 years ago
- Acoustic features (MFSCs and MFCCs) for edge AI☆45Sep 11, 2023Updated 2 years ago
- A Signal Propagation Perspective for Pruning Neural Networks at Initialization☆14Jun 23, 2020Updated 6 years ago
- Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support☆91Mar 6, 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.
- ☆23Sep 28, 2022Updated 3 years ago
- Ensemble Knowledge Guided Sub-network Search and Fine-tuning for Filter Pruning☆19Sep 20, 2022Updated 3 years ago
- Example and helpers for building rust projects under cmake☆16Oct 5, 2018Updated 7 years ago
- Official PyTorch implementation of "Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming" (ICML'23)☆13Apr 13, 2026Updated 2 months ago
- A set of tools to play with deep learning☆26Nov 21, 2024Updated last year
- A scheme for privacy-preserving learning on Tiny Devices.☆48Jan 12, 2022Updated 4 years ago
- [ICCV 2023] Towards Building More Robust Models with Frequency Bias☆20Feb 27, 2024Updated 2 years ago