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The Top 23 Onnx Open Source Projects

Open source projects categorized as Onnx
Yolov5 ⭐ 44,755
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
dependent packages 2total releases 3most recent commit 3 months agopypi ultralytics-yolov5} Downloads
Netron ⭐ 25,891
Visualizer for neural network, deep learning and machine learning models
dependent packages 70total releases 610most recent commit 13 days agopypi netron} Downloads
Ncnn ⭐ 19,097
ncnn is a high-performance neural network inference framework optimized for the mobile platform
dependent packages 1total releases 26most recent commit 10 days agopypi ncnn} Downloads
Onnx ⭐ 16,275
Open standard for machine learning interoperability
dependent packages 493total releases 31most recent commit 3 months agopypi onnx} Downloads
Clip As Service ⭐ 12,160
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
dependent packages 14total releases 56most recent commit 3 months agopypi bert-serving-client} Downloads
Onnxruntime ⭐ 11,668
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
dependent packages 88total releases 39most recent commit 3 months agonuget Microsoft.ML.OnnxRuntime} Downloads
Yolov3 ⭐ 9,865
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
most recent commit 3 months ago
Yolox ⭐ 8,759
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
dependent packages 1total releases 3most recent commit 4 months agopypi yolox} Downloads
Models ⭐ 6,789
A collection of pre-trained, state-of-the-art models in the ONNX format
most recent commit 3 months ago
Burn ⭐ 6,642
Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.
dependent packages 8total releases 15most recent commit a month agocargo burn-tensor} Downloads
Efficientnet Pytorch ⭐ 6,577
A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)
dependent packages 36total releases 13most recent commit 2 years agopypi efficientnet-pytorch} Downloads
Deepo ⭐ 6,312
Setup and customize deep learning environment in seconds.
most recent commit a year ago
Mmdnn ⭐ 5,776
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
total releases 10most recent commit 6 months ago
Synapseml ⭐ 4,960
Simple and Distributed Machine Learning
dependent packages 6total releases 12most recent commit 9 days ago
Visualdl ⭐ 4,652
Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具 ）
dependent packages 4total releases 42most recent commit 7 months agonpm @visualdl/core} Downloads
Mace ⭐ 4,629
MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.
most recent commit 2 years ago
Tengine ⭐ 4,452
Tengine is a lite, high performance, modular inference engine for embedded device
most recent commit 6 months ago
Pytorch Yolov4 ⭐ 4,340
PyTorch ,ONNX and TensorRT implementation of YOLOv4
most recent commit 7 months ago
Distiller ⭐ 4,252
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
most recent commit a year ago
Tnn ⭐ 4,210
TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts
most recent commit 3 months ago
Silero Models ⭐ 4,088
Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple
dependent packages 4total releases 4most recent commit 6 months agopypi silero} Downloads
Damo Yolo ⭐ 3,598
DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.
most recent commit 8 months ago
Onnx Simplifier ⭐ 3,353
Simplify your onnx model
dependent packages 25total releases 79most recent commit 4 months agopypi onnx-simplifier} Downloads
The 10 Most Depended On Onnx Open Source Projects
Onnx ⭐ 16,275
Open standard for machine learning interoperability
dependent packages 493total releases 31latest release October 26, 2023most recent commit 3 months agopypi onnx} Downloads
Onnxruntime ⭐ 11,668
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
dependent packages 88total releases 39latest release November 20, 2023most recent commit 3 months agonuget Microsoft.ML.OnnxRuntime} Downloads
Netron ⭐ 25,891
Visualizer for neural network, deep learning and machine learning models
dependent packages 70total releases 610latest release December 09, 2023most recent commit 13 days agopypi netron} Downloads
Tensorflow Onnx ⭐ 2,133
Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
dependent packages 64total releases 32latest release August 25, 2023most recent commit 3 months agopypi tf2onnx} Downloads
Sklearn Onnx ⭐ 491
Convert scikit-learn models and pipelines to ONNX
dependent packages 62total releases 35latest release August 07, 2023most recent commit 3 months agopypi skl2onnx} Downloads
Optimum ⭐ 1,908
🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools
dependent packages 53total releases 53latest release December 06, 2023most recent commit 3 months agopypi optimum} Downloads
Nnabla ⭐ 2,671
Neural Network Libraries
dependent packages 38total releases 78latest release December 06, 2023most recent commit 3 months agopypi nnabla} Downloads
Efficientnet Pytorch ⭐ 6,577
A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)
dependent packages 36total releases 13latest release April 15, 2021most recent commit 2 years agopypi efficientnet-pytorch} Downloads
Onnxmltools ⭐ 896
ONNXMLTools enables conversion of models to ONNX
dependent packages 35total releases 22latest release March 01, 2023most recent commit 3 months agopypi onnxmltools} Downloads
Onnxconverter Common ⭐ 203
Common utilities for ONNX converters
dependent packages 33total releases 21latest release August 21, 2023most recent commit 4 months agopypi onnxconverter-common} Downloads
The 10 Latest Releases In Onnx Open Source Projects
Sparsify ⭐ 310
ML model optimization product to accelerate inference.
total releases 136latest release December 11, 2023most recent commit 4 months ago
Netron ⭐ 25,891
Visualizer for neural network, deep learning and machine learning models
dependent packages 70total releases 610latest release December 09, 2023most recent commit 13 days agopypi netron} Downloads
Hcaptcha Challenger ⭐ 1,247
🥂 Gracefully face hCaptcha challenge with MoE(ONNX) embedded solution.
dependent packages 2total releases 113latest release December 07, 2023most recent commit 4 months agopypi hcaptcha-challenger} Downloads
Deepsparse ⭐ 2,729
Sparsity-aware deep learning inference runtime for CPUs
dependent packages 3total releases 141latest release December 07, 2023most recent commit 3 months agopypi deepsparse-nightly} Downloads
Optimum ⭐ 1,908
🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools
dependent packages 53total releases 53latest release December 06, 2023most recent commit 3 months agopypi optimum} Downloads
Nnabla ⭐ 2,671
Neural Network Libraries
dependent packages 38total releases 78latest release December 06, 2023most recent commit 3 months agopypi nnabla} Downloads
Sparseml ⭐ 1,910
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
dependent packages 5total releases 37latest release December 04, 2023most recent commit 3 months agopypi sparseml} Downloads
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