TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.
☆879Mar 3, 2026Updated 3 months ago
Alternatives and similar repositories for TinyNeuralNetwork
Users that are interested in TinyNeuralNetwork are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.☆2,634Updated this week
- Model Quantization Benchmark☆869Apr 20, 2025Updated last year
- PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.☆1,801Mar 28, 2024Updated 2 years ago
- micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantiz…☆2,268May 6, 2025Updated last year
- [ACCV2022 (Oral)] Efficient Hardware-aware Neural Architecture Search for Image Super-resolution on Mobile Devices☆18Oct 5, 2022Updated 3 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.
- [CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.☆3,312Sep 7, 2025Updated 9 months ago
- Simplify your onnx model☆4,344Updated this week
- A Simple framework for image restoration, it includes ECBSR, ELAN and other SOTAs.☆49Nov 13, 2022Updated 3 years ago
- 针对pytorch模型的自 动化模型结构分析和修改工具集,包含自动分析模型结构的模型压缩算法库☆258Apr 19, 2023Updated 3 years ago
- A model compression and acceleration toolbox based on pytorch.☆331Jan 12, 2024Updated 2 years ago
- OpenMMLab Model Compression Toolbox and Benchmark.☆1,673Jun 11, 2024Updated 2 years ago
- Neural Network Compression Framework for enhanced OpenVINO™ inference☆1,172Updated this week
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,949Dec 14, 2023Updated 2 years ago
- YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite > UF2☆21Oct 15, 2024Updated last year
- 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.
- MegCC是一个运行时超轻量,高效,移植简单的深度学习模型编译器☆482Oct 23, 2024Updated last year
- Offline Quantization Tools for Deploy.☆143Dec 28, 2023Updated 2 years ago
- Personalized AEC☆19Nov 3, 2022Updated 3 years ago
- A primitive library for neural network☆1,371Nov 24, 2024Updated last year
- A tool for converting ONNX files to LiteRT/TFLite/TensorFlow, PyTorch native code (nn.Module), TorchScript (.pt), state_dict (.pt), Expor…☆967Jun 4, 2026Updated last week
- A tool to modify ONNX models in a visualization fashion, based on Netron and Flask.☆1,628Nov 19, 2025Updated 6 months ago
- (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning☆308Dec 8, 2022Updated 3 years ago
- edge-SR: Super-Resolution For The Masses☆61Jan 1, 2022Updated 4 years ago
- RepVGG: Making VGG-style ConvNets Great Again☆3,473Feb 10, 2023Updated 3 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.
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆949Nov 27, 2024Updated last year
- 🛠A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion, etc.🎉☆4,413Mar 19, 2026Updated 2 months ago
- Support PyTorch model conversion with LiteRT.☆1,044Updated this week
- Group Fisher Pruning for Practical Network Compression(ICML2021)☆163May 24, 2023Updated 3 years ago
- ☆47Jun 6, 2021Updated 5 years ago
- A simple network quantization demo using pytorch from scratch.☆541Jun 18, 2023Updated 2 years ago
- Bolt is a deep learning library with high performance and heterogeneous flexibility.☆958Apr 11, 2025Updated last year
- NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone…☆6,219Aug 8, 2024Updated last year
- 一款简单易用和高性能的AI部署框架 | An Easy-to-Use and High-Performance AI Deployment Framework☆1,829Apr 25, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- PyTorch Neural Network eXchange☆709Updated this week
- ☆213Dec 4, 2023Updated 2 years ago
- A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.☆363Jul 30, 2024Updated last year
- A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are co…☆2,393May 11, 2026Updated last month
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆699Mar 29, 2024Updated 2 years ago
- quantize aware training package for NCNN on pytorch☆68Jul 27, 2021Updated 4 years ago
- EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activatio…☆407Nov 22, 2022Updated 3 years ago