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Search results for python tensorrt
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tensorrt
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140 search results found
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/
Pytorch Yolov4
⭐
4,340
PyTorch ,ONNX and TensorRT implementation of YOLOv4
Torch2trt
⭐
4,267
An easy to use PyTorch to TensorRT converter
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.
Mmdeploy
⭐
2,371
OpenMMLab Model Deployment Framework
Tensorflow Yolov4 Tflite
⭐
2,135
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
Cvprojects
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1,827
computer vision projects | 计算机视觉相关好玩的AI项目(Python、C++、embedded system)
Yolov5 Face
⭐
1,791
YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)
Tensorrt_demos
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1,615
TensorRT MODNet, YOLOv4, YOLOv3, SSD, MTCNN, and GoogLeNet
Berrynet
⭐
1,563
Deep learning gateway on Raspberry Pi and other edge devices
Paddleslim
⭐
1,486
PaddleSlim is an open-source library for deep model compression and architecture search.
Bisenet
⭐
1,130
Add bisenetv2. My implementation of BiSeNet
Fastmot
⭐
786
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
Trt_pose
⭐
763
Real-time pose estimation accelerated with NVIDIA TensorRT
Retinanet Examples
⭐
727
Fast and accurate object detection with end-to-end GPU optimization
Inference
⭐
716
A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.
Pytorch Auto Drive
⭐
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
Deepvac
⭐
618
PyTorch Project Specification.
Flexible Yolov5
⭐
607
More readable and flexible yolov5 with more backbone(gcn, resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer, etc) and (cbam,dcn and so on), and tensorrt
Bmf
⭐
595
Cross-platform, customizable multimedia/video processing framework. With strong GPU acceleration, heterogeneous design, multi-language support, easy to use, multi-framework compatible and high performance, the framework is ideal for transcoding, AI inference, algorithm integration, live video streaming, and more.
Mmdetection To Tensorrt
⭐
562
convert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.
Yolov4 Custom Functions
⭐
533
A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny Implemented in TensorFlow, TFLite, and TensorRT.
Whisperlive
⭐
505
A nearly-live implementation of OpenAI's Whisper.
Generativeaiexamples
⭐
458
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
Insightface Rest
⭐
436
InsightFace REST API for easy deployment of face recognition services with TensorRT in Docker.
Savant
⭐
408
Python Computer Vision & Video Analytics Framework With Batteries Included
Nanosam
⭐
388
A distilled Segment Anything (SAM) model capable of running real-time with NVIDIA TensorRT
Edgeyolo
⭐
350
an edge-real-time anchor-free object detector with decent performance
Cv Detect Robot
⭐
346
🔥🔥🔥🔥🔥🔥Docker NVIDIA Docker2 YOLOV5 YOLOX YOLO Deepsort TensorRT ROS Deepstream Jetson Nano TX2 NX for High-performance deployment(高性能部署)
Sparsebit
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291
A model compression and acceleration toolbox based on pytorch.
Openvino2tensorflow
⭐
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
Bonnet
⭐
250
Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics.
Centermulti
⭐
239
基于CenterNet训练的目标检测&人脸对齐&姿态估计模型
Watsor
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236
Object detection for video surveillance
Volksdep
⭐
214
volksdep is an open-source toolbox for deploying and accelerating PyTorch, ONNX and TensorFlow models with TensorRT.
Tflite2tensorflow
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186
Generate saved_model, tfjs, tf-trt, EdgeTPU, CoreML, quantized tflite, ONNX, OpenVINO, Myriad Inference Engine blob and .pb from .tflite. Support for building environments with Docker. It is possible to directly access the host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support. Supports inverse quantization of INT8 quantization model.
Mpv Upscale 2x_animejanai
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182
Real-time anime upscaling to 4k in mpv with Real-ESRGAN compact models
Centerpoint
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167
Export CenterPoint PonintPillars ONNX Model For TensorRT
Torch Model Compression
⭐
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.
Dlcookbook Dlbs
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120
Deep Learning Benchmarking Suite
Deepstream Python
⭐
116
NVIDIA Deepstream 6.1 Python boilerplate
Pytorch_onnx_tensorrt
⭐
112
A tutorial about how to build a TensorRT Engine from a PyTorch Model with the help of ONNX
Nanoowl
⭐
104
A project that optimizes OWL-ViT for real-time inference with NVIDIA TensorRT.
Etagger
⭐
103
reference tensorflow code for named entity tagging
Tensorrt_yolo3
⭐
102
use TensorRT accelerate yolo3
Dokai
⭐
95
Collection of Docker images for ML/DL and video processing projects
Nutonomy_pointpillars
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88
Convert pointpillars Pytorch Model To ONNX for TensorRT Inference
Vehicle Cv Adas
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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 .
Tensorrt Examples
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71
TensorRT Examples (TensorRT, Jetson Nano, Python, C++)
Vs Rife
⭐
70
RIFE function for VapourSynth
Easy_vitpose
⭐
67
Easy and fast 2d human and animal multi pose estimation using SOTA ViTPose [Y. Xu et al., 2022] Real-time performances and multiple skeletons supported.
Cvu
⭐
64
Computer Vision deployment tools for dummies and experts. CVU aims at making CV pipelines easier to build and consistent around platforms, devices, and models.
Keras Mobile Detectnet
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64
Fast Object Detector for the Jetson Nano
Torch2trt
⭐
60
convert torch module to tensorrt network or tvm function
Livechess2fen
⭐
57
Predict live chess games into FEN notation.
Flexinfer
⭐
55
A flexible Python front-end inference SDK based on TensorRT
Comfy Trt Test
⭐
55
attempt to use TensorRT with ComfyUI
Vs Realesrgan
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53
Real-ESRGAN function for VapourSynth
Headposeestimation Whenet Yolov4 Onnx Openvino
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51
WHENet - ONNX, OpenVINO, TFLite, TensorRT, EdgeTPU, CoreML, TFJS, YOLOv4/YOLOv4-tiny-3L
Ai_basketball_games_video_editor
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51
AI Basketball Games Video Editor is a program to get basketball highlight video by PyTorch YOLOv4 object detection
Stable Diffusion Tritonserver
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49
Deploy stable diffusion model with onnx/tenorrt + tritonserver
Dmhead
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49
Dual model head pose estimation. Fusion of SOTA models. 360° 6D HeadPose detection. All pre-processing and post-processing are fused together, allowing end-to-end processing in a single inference.
Yolov5_tensorrt_win10
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48
A simple implementation of tensorrt yolov5 python/c++🔥
Yolo Tensorrt8
⭐
47
Generate ONNX for YOLO-TensorRT8
Tensorrt_yolo3_module
⭐
47
You can import this module directly
Sara
⭐
45
Easy-to-Use C++ Computer Vision Library
Ai Lab
⭐
44
This repository contains a docker image that I use to develop my artificial intelligence applications in an uncomplicated fashion. Python, TensorFlow, PyTorch, ONNX, Keras, OpenCV, TensorRT, Numpy, Jupyter notebook... 🐋🔥
Yolov5_tensorrt_int8_tools
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42
tensorrt int8 量化yolov5 onnx模型
Yolov5 Tensorrt
⭐
42
Yolov5 TensorRT Implementations
Setup Deeplearning Tools
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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.
Jetson Voice
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39
ASR/NLP/TTS deep learning inference library for NVIDIA Jetson using PyTorch and TensorRT
Yolov5_deepsort_tensorrt_cpp
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39
This repo is a C++ version of yolov5_deepsort_tensorrt. Packing all C++ programs into .so files, using Python script to call C++ programs further.
Opti_models
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38
PyTorch optimizations and benchmarking
Pytorch Onnx Tensorrt
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35
A set of tool which would make your life easier with Tensorrt and Onnxruntime. This Repo is designed for YoloV3
Turnkeyml
⭐
34
The AI insights toolchain
Chainer Trt
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31
Chainer x TensorRT
Deepstream Yolo Pose
⭐
29
Use Deepstream python API to extract the model output tensor and customize the post-processing of YOLO-Pose
Vs Dpir
⭐
29
DPIR function for VapourSynth
Infery Examples
⭐
28
A collection of demo-apps and inference scripts for various deep learning frameworks using infery (Python).
Activity Recognition Tensorrt
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28
3D ResNet Video Classification accelerated by TensorRT
Yolov8_trt
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27
A quick TensorRT deoloyment solution for YOLOv8.
Yolox Bytetrack Car Counter
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25
Car tracking and car counter implemented with YOLOX, ByteTrack and Pytorch.
Tensorrt Solo Python
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24
TensorRT for SOLO(use python)
Mst Plus Plus Tensorrt
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24
🐩 🐩 🐩 TensorRT 2022复赛方案: 首个基于Transformer的图像重建模型MST++的TensorRT模型推断优化
Repvgg_tensorrt_int8
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23
RepVGG TensorRT int8 量化,实测推理不到1ms一帧!
Aimaide
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22
Object Detection-based external aim aiding for CSGO and soon CS2
Onnx Runtime With Tensorrt And Openvino
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21
Docker scripts for building ONNX Runtime with TensorRT and OpenVINO in manylinux environment
Cartwheel_train
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21
NetVLAD based weakly supervised learning whole image descriptor with street view data
Model Inference Deployment
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21
A curated list of awesome inference deployment framework of artificial intelligence models.
Benchmarks
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21
TensorFlow, TensorFlow-Lite Pytorch, Torchvision, TensorRT Benchmarks
Tensorrt2onnx
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20
A tool convert TensorRT engine/plan to a fake onnx
Yolact_edge_onnx_tensorrt_myriad
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19
Provides a conversion flow for YOLACT_Edge to models compatible with ONNX, TensorRT, OpenVINO and Myriad (OAK). My own implementation of post-processing allows for e2e inference. Support for Multi-Class NonMaximumSuppression, CombinedNonMaxSuppression.
Yolov5 Light
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19
provide some new architecture, channel pruning and quantization methods for yolov5
Vs Gmfss_union
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18
GMFSS_union function for VapourSynth
Sit4onnx
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17
Tools for simple inference testing using TensorRT, CUDA and OpenVINO CPU/GPU and CPU providers. Simple Inference Test for ONNX.
Dedode Onnx Tensorrt
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17
ONNX-compatible DeDoDe 🎶 Detect, Don't Describe - Describe, Don't Detect, for Local Feature Matching. Supports TensorRT 🚀
Facemesh_onnx_tensorrt
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16
Verify that the post-processing merged into FaceMesh works correctly. The object detection model can be anything other than BlazeFace. YOLOv4 and FaceMesh committed to this repository have modified post-processing.
Sharkshark 4k
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14
Upscale Twitch stream and restream into Twitch or RTMP or File.
Videosd
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14
TensorRT accelerated stable diffusion pipeline over webrtc
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