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The Top 23 Pytorch Onnx Open Source Projects

Open source projects categorized as Pytorch Onnx
Yolov5 ⭐ 44,755
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
dependent packages 2total releases 3most recent commit 3 months agopypi ultralytics-yolov5} Downloads
Netron ⭐ 26,068
Visualizer for neural network, deep learning and machine learning models
dependent packages 70total releases 610most recent commit 4 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 19 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
Burn ⭐ 7,015
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 4 days 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 ⭐ 5,780
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 7 months 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
Deep Learning Model Convertor ⭐ 3,197
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
most recent commit 10 months ago
Pinto_model_zoo ⭐ 3,121
A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
most recent commit 3 months ago
Tutorials ⭐ 3,094
Tutorials for creating and using ONNX models
most recent commit 5 months ago
Photo2cartoon ⭐ 2,819
人像卡通化探索项目 (photo-to-cartoon translation project)
most recent commit 2 years ago
The 10 Most Depended On Pytorch 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 ⭐ 26,068
Visualizer for neural network, deep learning and machine learning models
dependent packages 70total releases 610latest release December 09, 2023most recent commit 4 days agopypi netron} 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
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
Onnx Simplifier ⭐ 3,353
Simplify your onnx model
dependent packages 25total releases 79latest release October 21, 2023most recent commit 4 months agopypi onnx-simplifier} Downloads
Clip As Service ⭐ 12,160
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
dependent packages 14total releases 56latest release December 20, 2019most recent commit 3 months agopypi bert-serving-client} Downloads
Onnx2torch ⭐ 469
Convert ONNX models to PyTorch.
dependent packages 12total releases 20latest release October 27, 2023most recent commit 4 months agopypi onnx2torch} Downloads
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16latest release November 16, 2023most recent commit 3 months agopypi nncf} Downloads
The 10 Latest Releases In Pytorch 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 ⭐ 26,068
Visualizer for neural network, deep learning and machine learning models
dependent packages 70total releases 610latest release December 09, 2023most recent commit 4 days agopypi netron} 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
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
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
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16latest release November 16, 2023most recent commit 3 months agopypi nncf} Downloads
Hls4ml ⭐ 1,104
Machine learning on FPGAs using HLS
total releases 10latest release November 16, 2023most recent commit 4 days ago
Xumx Slicq V2 ⭐ 6
better music demixing with PyTorch and the sliCQT
total releases 3latest release November 10, 2023most recent commit 9 months ago
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