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Search results for pytorch onnx
onnx
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pytorch
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222 search results found
Yolov5
⭐
44,755
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Netron
⭐
26,068
Visualizer for neural network, deep learning and machine learning models
Ncnn
⭐
19,097
ncnn is a high-performance neural network inference framework optimized for the mobile platform
Onnx
⭐
16,275
Open standard for machine learning interoperability
Clip As Service
⭐
12,160
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
Onnxruntime
⭐
11,668
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Yolov3
⭐
9,865
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
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/
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.
Efficientnet Pytorch
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6,577
A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)
Deepo
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6,312
Setup and customize deep learning environment in seconds.
Mmdnn
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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.
Tengine
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4,452
Tengine is a lite, high performance, modular inference engine for embedded device
Pytorch Yolov4
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4,340
PyTorch ,ONNX and TensorRT implementation of YOLOv4
Distiller
⭐
4,252
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
Tnn
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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
Silero Models
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4,088
Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple
Damo Yolo
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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.
Onnx Simplifier
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3,353
Simplify your onnx model
Deep Learning Model Convertor
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3,197
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
Pinto_model_zoo
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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.
Tutorials
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3,094
Tutorials for creating and using ONNX models
Photo2cartoon
⭐
2,819
人像卡通化探索项目 (photo-to-cartoon translation project)
3ddfa_v2
⭐
2,554
The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.
Mmdeploy
⭐
2,371
OpenMMLab Model Deployment Framework
Silero Vad
⭐
2,339
Silero VAD: pre-trained enterprise-grade Voice Activity Detector
Micronet
⭐
2,177
micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/in
Smart_construction
⭐
1,958
Base on YOLOv5 Head Person Helmet Detection on Construction Sites,基于目标检测工地安全帽和禁入危险区域识别系统,🚀😆附 YOLOv5 训练自己的数据集超详细教程🚀😆2021.3新增可视化界面❗❗
Sparseml
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1,910
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
Optimum
⭐
1,908
🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools
X Anylabeling
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1,642
Effortless data labeling with AI support from Segment Anything and other awesome models.
Gen Efficientnet Pytorch
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1,561
Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
Flexflow
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1,358
FlexFlow Serve: Low-Latency, High-Performance LLM Serving
Ngraph
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1,310
nGraph - open source C++ library, compiler and runtime for Deep Learning
Pytorch Ssd
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1,301
MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.
Openseeface
⭐
1,252
Robust realtime face and facial landmark tracking on CPU with Unity integration
Hls4ml
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1,104
Machine learning on FPGAs using HLS
Kobert
⭐
1,035
Korean BERT pre-trained cased (KoBERT)
Inference
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1,003
Reference implementations of MLPerf™ inference benchmarks
Ppq
⭐
957
PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.
Windows Machine Learning
⭐
945
Samples and Tools for Windows ML.
Pytorch2keras
⭐
848
PyTorch to Keras model convertor
Translate
⭐
738
Translate - a PyTorch Language Library
Nncf
⭐
725
Neural Network Compression Framework for enhanced OpenVINO™ inference
Pytorch Auto Drive
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713
PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help
Yolort
⭐
705
yolort is a runtime stack for yolov5 on specialized accelerators such as tensorrt, libtorch, onnxruntime, tvm and ncnn.
X2paddle
⭐
664
Deep learning model converter for PaddlePaddle. (『飞桨』深度学习模型转换工具)
Tensorrt_inference
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636
Deepvac
⭐
618
PyTorch Project Specification.
X Stable Diffusion
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523
Real-time inference for Stable Diffusion - 0.88s latency. Covers AITemplate, nvFuser, TensorRT, FlashAttention.
Forward
⭐
491
A library for high performance deep learning inference on NVIDIA GPUs.
Yolov5_magic
⭐
486
YOLO Magic🪄 is an extension based on Ultralytics' YOLOv5, designed to provide more powerful functionality and simpler operations for visual tasks.
Onnx2torch
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469
Convert ONNX models to PyTorch.
Tensorrtintegrate
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430
TensorRT ONNX Plugin、Inference、Compile
Pfld Pytorch
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429
PFLD pytorch Implementation
Yolo2 Pytorch
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423
PyTorch implementation of the YOLO (You Only Look Once) v2
Torchprofile
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419
A general and accurate MACs / FLOPs profiler for PyTorch models
Vedaseg
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383
A semantic segmentation toolbox based on PyTorch
Edgeyolo
⭐
350
an edge-real-time anchor-free object detector with decent performance
Dcnv2_latest
⭐
349
DCNv2 supports decent pytorch such as torch 1.5+ (now 1.8+)
Vedadet
⭐
348
A single stage object detection toolbox based on PyTorch
Pytorch To Javascript With Onnx Js
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344
Run PyTorch models in the browser using ONNX.js
Honk
⭐
333
PyTorch implementations of neural network models for keyword spotting
Sparsify
⭐
310
ML model optimization product to accelerate inference.
Brocolli
⭐
303
Everything in Torch Fx
Onnx Coreml
⭐
300
ONNX to Core ML Converter
Onnx2caffe
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294
pytorch to caffe by onnx
Fastt5
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280
⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.
Modelassistant
⭐
268
Seeed SenseCraft Model Assistant is an open-source project focused on embedded AI. 🔥🔥🔥
Pytorch Tutorial 2nd
⭐
266
《Pytorch实用教程——第二版》无论是零基础入门,还是进阶工程化部署落地,在这里都有。相信在本书 PyTorch 的使用,成为一名优秀的深度学习工程师。
Pytorch Pfn Extras
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263
Supplementary components to accelerate research and development in PyTorch
Openvino2tensorflow
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262
This script converts the ONNX/OpenVINO IR model to Tensorflow's saved_model, tflite, h5, tfjs, tftrt(TensorRT), CoreML, EdgeTPU, ONNX and pb. PyTorch (NCHW) -> ONNX (NCHW) -> OpenVINO (NCHW) -> openvino2tensorflow -> Tensorflow/Keras (NHWC/NCHW) -> TFLite (NHWC/NCHW). And the conversion from .pb to saved_model and from saved_model to .pb and from .pb to .tflite and saved_model to .tflite and saved_model to onnx. Support for building environments with Docker. It is possible to directly access the
Onnxruntime Training Examples
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251
Examples for using ONNX Runtime for model training.
Backend
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225
Common source, scripts and utilities for creating Triton backends.
Volksdep
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214
volksdep is an open-source toolbox for deploying and accelerating PyTorch, ONNX and TensorFlow models with TensorRT.
Fastseg
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209
📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
Rust Mlops Template
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196
A work in progress to build out solutions in Rust for MLOPs
Mobilenetv3 Ssd
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181
MobileNetV3-SSD for object detection and implementation in PyTorch
Pfld_68points_pytorch
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165
Implementation of PFLD For 68 Facial Landmarks By Pytorch
Glake
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158
GLake: optimizing GPU memory management and IO transmission.
Lenet 5
⭐
154
PyTorch implementation of LeNet-5 with live visualization
Ig65m Pytorch
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145
PyTorch 3D video classification models pre-trained on 65 million Instagram videos
Gccpm Look Into Person Cvpr19.pytorch
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143
Fast and accurate single-person pose estimation, ranked 10th at CVPR'19 LIP challenge. Contains implementation of "Global Context for Convolutional Pose Machines" paper.
Cnn Inference Engine Quick View
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142
A quick view of high-performance convolution neural networks (CNNs) inference engines on mobile devices.
Lightglue Onnx
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141
ONNX-compatible LightGlue: Local Feature Matching at Light Speed. Supports TensorRT, OpenVINO
Nix Tts
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138
🐤 Nix-TTS: Lightweight and End-to-end Text-to-Speech via Module-wise Distillation
Torch Model Compression
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137
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
Ml Model Ci
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135
MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging the gap between current ML training and serving systems.
Clip Onnx
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122
It is a simple library to speed up CLIP inference up to 3x (K80 GPU)
Ai Deployment
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116
关注AI模型上线、模型部署
Pytorch_onnx_tensorrt
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112
A tutorial about how to build a TensorRT Engine from a PyTorch Model with the help of ONNX
Yolov5_ros
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111
A complete ROS interface for running YOLOv5 inference
Convmelspec
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100
Convmelspec: Convertible Melspectrograms via 1D Convolutions
From Pytorch To Coreml
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99
A simple guide that explains the steps from training a simple PyTorch image classifier to converting the generated neural network into a CoreML model ready for production
Pytorch Android
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91
[EXPERIMENTAL] Demo of using PyTorch 1.0 inside an Android app. Test with your own deep neural network such as ResNet18/SqueezeNet/MobileNet v2 and a phone camera.
Nutonomy_pointpillars
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88
Convert pointpillars Pytorch Model To ONNX for TensorRT Inference
Openpifpafwebdemo
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87
Web browser based demo of OpenPifPaf.
Pytorch Inference
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85
PyTorch 1.0 inference in C++ on Windows10 platforms
Pytorch Onnx Tensorflow Pb
⭐
82
Converting A PyTorch Model to Tensorflow pb using ONNX
Mmdetection
⭐
81
OpenVINO Training Extensions Object Detection
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