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Search results for python onnxruntime

83 search results found

Mmdeploy ⭐ 2,371

OpenMMLab Model Deployment Framework

Optimum ⭐ 1,908

🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools

Rapidocr ⭐ 1,551

A cross platform OCR Library based on PaddleOCR & OnnxRuntime & OpenVINO.

Openseeface ⭐ 1,252

Robust realtime face and facial landmark tracking on CPU with Unity integration

Hcaptcha Challenger ⭐ 1,247

🥂 Gracefully face hCaptcha challenge with MoE(ONNX) embedded solution.

Head Pose Estimation ⭐ 1,024

Realtime human head pose estimation with ONNXRuntime and OpenCV.

Paddle2onnx ⭐ 584

ONNX Model Exporter for PaddlePaddle

Image Processing Node Editor ⭐ 404

処理の検証や比較検討での用途を想定したノードエディターベースの画像処理アプリ(A node editor-based image processing application intended for use in processing verification and comparison studies)

⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.

Refacer ⭐ 223

Refacer: One-Click Deepfake Multi-Face Swap Tool

Onnx Yolov8 Object Detection ⭐ 209

Python scripts performing object detection using the YOLOv8 model in ONNX.

Llama.onnx ⭐ 196

LLaMa/RWKV onnx models, quantization and testcase

Rapidlatexocr ⭐ 162

Convert images of formula into LaTeX code based on ONNXRuntime.

Diffusers ⭐ 145

A modular Rust library for super fast Stable Diffusion inference - 45% faster than PyTorch 🔮

Optimum Benchmark ⭐ 140

A unified multi-backend utility for benchmarking Transformers and Diffusers with support for Optimum's arsenal of hardware optimizations/quantization schemes.

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

Clip Onnx ⭐ 122

It is a simple library to speed up CLIP inference up to 3x (K80 GPU)

Onnx Mobile Human Pose 3d ⭐ 92

Python scripts for performing 3D human pose estimation using the Mobile Human Pose model in ONNX.

Vehicle Cv Adas ⭐ 85

The project can achieve FCWS, LDWS, and LKAS functions solely using only visual sensors. using YOLOv5 / YOLOv5-lite / YOLOv8 and Ultra-Fast-Lane-Detection-v2 .

Optimum Transformers ⭐ 71

Accelerated NLP pipelines for fast inference on CPU and GPU. Built with Transformers, Optimum and ONNX Runtime.

Video Transformers ⭐ 67

Easiest way of fine-tuning HuggingFace video classification models

Computer Vision deployment tools for dummies and experts. CVU aims at making CV pipelines easier to build and consistent around platforms, devices, and models.

Livechess2fen ⭐ 57

Predict live chess games into FEN notation.

Vitsserver ⭐ 52

🌻 A VITS ONNX server designed for fast inference 🔥

Yolo Nas Onnx ⭐ 51

Inference YOLO-NAS ONNX model

Onnx Facial Lmk Detector ⭐ 43

End-to-end face detection, cropping, norm estimation, and landmark detection in a single onnx model

Setup Deeplearning Tools ⭐ 41

Set up CI in DL/ cuda/ cudnn/ TensorRT/ onnx2trt/ onnxruntime/ onnxsim/ Pytorch/ Triton-Inference-Server/ Bazel/ Tesseract/ PaddleOCR/ NVIDIA-docker/ minIO/ Supervisord on AGX or PC from scratch.

Iclassifier ⭐ 40

reference pytorch code for intent classification

Celerymath ⭐ 36

Another LaTex equation OCR tool based on ConvNeXt and Transformer

Onnx Ultra Fast Lane Detection Inference ⭐ 35

Example scripts for the detection of lanes using the ultra fast lane detection model in ONNX.

Pytorch Onnx Tensorrt ⭐ 35

A set of tool which would make your life easier with Tensorrt and Onnxruntime. This Repo is designed for YoloV3

Buildseg ⭐ 35

buildseg is a building extraction plugin of QGIS based on ONNX『buildseg是一个基于ONNX的用于建筑提取的QGIS插件』

Efficientnet Lite Keras ⭐ 32

Keras reimplementation of EfficientNet Lite.

⚡ boost inference speed of GPT models in transformers by onnxruntime

Infery Examples ⭐ 28

A collection of demo-apps and inference scripts for various deep learning frameworks using infery (Python).

Onnx_clip ⭐ 27

An ONNX-based implementation of the CLIP model that doesn't depend on torch or torchvision.

Distributed Inference ⭐ 26

A project to demonstrate an approach to designing cross-language and distributed pipeline in deep learning/machine learning domain, using WebRTC and Redis Streams.

Allegro Music Transformer ⭐ 24

Full-attention multi-instrumental music transformer featuring asymmetrical encoding with octo-velocity, and chords counters tokens, optimized for speed and performance

Onnx Crestereo Depth Estimation ⭐ 23

Python scripts performing stereo depth estimation using the CREStereo model in ONNX.

Yolo Nas Onnxruntime ⭐ 22

This repo provides the C++ implementation of YOLO-NAS based on ONNXRuntime for performing object detection in real-time.Support float32/float16/int8 inference.

Onnx Runtime With Tensorrt And Openvino ⭐ 21

Docker scripts for building ONNX Runtime with TensorRT and OpenVINO in manylinux environment

Onnx Hitnet Stereo Depth Estimation ⭐ 21

Python scripts form performing stereo depth estimation using the HITNET model in ONNX.

Model Inference Deployment ⭐ 21

A curated list of awesome inference deployment framework of artificial intelligence models.

Onnx Mobilestereonet ⭐ 20

Python scripts for performing stereo depth estimation using the MobileStereoNet model in ONNX

Raidionics ⭐ 20

Software for automatic segmentation and generation of standardized clinical reports of brain tumors from MRI volumes

Stable Diffusion Streamlit ⭐ 20

Quantized stable-diffusion cutting down memory 75%, testing in streamlit, deploying in container

Iplug2onnxruntime ⭐ 20

ML Audio plug-in example using iPlug2 & ONNX Runtime

Onnx Yolov8 Instance Segmentation ⭐ 18

Python scripts performing Instance Segmentation using the YOLOv8 model in ONNX.

Dedode Onnx Tensorrt ⭐ 17

ONNX-compatible DeDoDe 🎶 Detect, Don't Describe - Describe, Don't Detect, for Local Feature Matching. Supports TensorRT 🚀

Onnx Centersnap 6d Pose And Shape Estimation ⭐ 17

Python scripts for performing 6D pose estimation and shape reconstruction using the CenterSnap model in ONNX

Sit4onnx ⭐ 17

Tools for simple inference testing using TensorRT, CUDA and OpenVINO CPU/GPU and CPU providers. Simple Inference Test for ONNX.

Fast Seamlessm4t Onnx ⭐ 16

ONNX-compatible Fast SeamlessM4T—Massively Multilingual & Multimodal Machine Translation

Yet another ssd, with its runtime stack for libtorch, onnx and specialized accelerators.

Onnx Hybridnets Multitask Road Detection ⭐ 14

Python scripts for performing road segemtnation and car detection using the HybridNets multitask model in ONNX.

Export_llama_to_onnx ⭐ 14

export llama to onnx

Hand Gesture Recognition Using Onnx ⭐ 14

This is a hand gesture recognition program that replaces the entire MediaPipe process with ONNX. Simultaneous detection of multiple palms and a simple tracker are additionally implemented. In addition, a simple MLP can learn and recognize gestures.

Depth Anything Onnx ⭐ 13

ONNX-compatible Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

Speech Command Recognition ⭐ 13

Classify input audio segment into categories for keyword spotting with MatchboxNet with training, exporting onnx model, accelerating inference via TensorRT

Onnx Extended ⭐ 13

New operators for the ReferenceEvaluator, new kernels for onnxruntime, CPU, CUDA

Onnx Scdepth Monocular Depth Estimation ⭐ 13

Python scripts for performing monocular depth estimation using the SC_Depth model in ONNX

Onnx Stable Diffusion Modularui ⭐ 12

An approach to make a more modular UI for ONNX Stable Diffusion, to ease future upgrades

Ampere_model_library ⭐ 11

Ampere Model Library - AML

Efficientnet V2 Keras ⭐ 10

Efficientnet V2 adapted to Keras functional API.

Semi Automatic Anno ⭐ 10

Implementation of some model inference based on onnxruntime using python

Tensorrt Experiment ⭐ 10

Base on tensorrt version 8.2.4, compare inference speed for different tensorrt api.

Onnx Glpdepth ⭐ 10

Python scripts for performing monocular depth estimation using the GLPDepth model in ONNX

Simple_cnn ⭐ 9

Simple CNN is a library that can be used to train and infer CNN models by use of PyTorch and ONNX.

Pytorch_infer_utils ⭐ 9

This package proposes simplified exporting pytorch models to ONNX and TensorRT, and also gives some base interface for model inference.

Bot Sort Onnx Tensorrt ⭐ 9

BoT-SORT + YOLOX implemented using only onnxruntime, Numpy and scipy, without cython_bbox and PyTorch. Fast human tracker. OSNet is not used.

Onnx Rest ⭐ 9

A Simple and Fast Rest API for productionization the ONNX models

Lambda Tesseract Api ⭐ 9

Hybrid serverless OCR using Tesseract 5 and PaddleOCR (AWS lambda)

Onnx Msg_chn_wacv20 Depth Completion ⭐ 8

Python script for performing depth completion from sparse depth and rgb images using the msg_chn_wacv20. model in ONNX

ONNX Model Exporter for TensorLayerX

Transformers_onnx ⭐ 7

Pyro Engine ⭐ 7

Wildfire detection on edge devices

Onnx Packnet Sfm ⭐ 7

Python scripts for performing monocular depth estimation using the PackNet-SfM model in ONNX

Napari Czann Segment ⭐ 7

Semantic Segmention and Image2Image using DeepLearning ONNX models packaged as *.czann files.

Object Segmentation Web ⭐ 7

This project used Yolov8/AnimeGAN and Flask to accomplish the task of background segmentation , background remove and background replacement. Additionally, you can change different display styles.

Onnx_gpt_loop ⭐ 6

Export GPT2 full inference loop to the single ONNX graph.

Object Detection Tf ⭐ 6

Running TensorFlow object detection model using onnxruntime.

Simple node deletion tool for onnx.

Uvr Mdx Infer ⭐ 6

Ultimate Vocal Remover Inference CLI

Onnxcrepe ⭐ 6

ONNX deployment of the CREPE pitch tracker

Cgistereo_demo ⭐ 6

CGI-Stereo Python Inference Demo

Yolov5_segmentation_onnx ⭐ 5

a implementation real-time instance segmentation with YOLOv5 using ONNX Runtime and streaming the results to a web browser with FastAPI

Onnx Explorer ⭐ 5

onnx explorer more features.

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