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The Top 23 Python Onnx Tensorrt Open Source Projects

Open source projects categorized as Python Onnx Tensorrt
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
Pytorch Yolov4 ⭐ 4,340
PyTorch ,ONNX and TensorRT implementation of YOLOv4
most recent commit 7 months ago
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 9 months ago
Mmdeploy ⭐ 2,371
OpenMMLab Model Deployment Framework
dependent packages 2total releases 6most recent commit 4 months agopypi mmdeploy} Downloads
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.
total releases 17most recent commit 3 months ago
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
most recent commit 7 months ago
Deepvac ⭐ 618
PyTorch Project Specification.
total releases 59most recent commit 3 years ago
Mmdetection To Tensorrt ⭐ 562
convert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.
most recent commit 8 months ago
Insightface Rest ⭐ 436
InsightFace REST API for easy deployment of face recognition services with TensorRT in Docker.
most recent commit 4 months ago
Edgeyolo ⭐ 350
an edge-real-time anchor-free object detector with decent performance
most recent commit 4 months ago
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
dependent packages 1total releases 255most recent commit 2 years agopypi openvino2tensorflow} Downloads
Volksdep ⭐ 214
volksdep is an open-source toolbox for deploying and accelerating PyTorch, ONNX and TensorFlow models with TensorRT.
most recent commit 3 years ago
Tflite2tensorflow ⭐ 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.
total releases 140most recent commit 2 years ago
Centerpoint ⭐ 167
Export CenterPoint PonintPillars ONNX Model For TensorRT
most recent commit a year ago
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
most recent commit a year ago
Ml Model Ci ⭐ 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.
most recent commit 3 years ago
Pytorch_onnx_tensorrt ⭐ 112
A tutorial about how to build a TensorRT Engine from a PyTorch Model with the help of ONNX
most recent commit 3 years ago
Nutonomy_pointpillars ⭐ 88
Convert pointpillars Pytorch Model To ONNX for TensorRT Inference
most recent commit 3 years ago
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.
most recent commit 4 months ago
Livechess2fen ⭐ 57
Predict live chess games into FEN notation.
most recent commit 5 months ago
Headposeestimation Whenet Yolov4 Onnx Openvino ⭐ 51
WHENet - ONNX, OpenVINO, TFLite, TensorRT, EdgeTPU, CoreML, TFJS, YOLOv4/YOLOv4-tiny-3L
most recent commit a year ago
Dmhead ⭐ 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.
most recent commit a year ago
Stable Diffusion Tritonserver ⭐ 49
Deploy stable diffusion model with onnx/tenorrt + tritonserver
most recent commit a year ago
The 4 Most Depended On Python Onnx Tensorrt Open Source Projects
Mmdeploy ⭐ 2,371
OpenMMLab Model Deployment Framework
dependent packages 2total releases 6latest release September 22, 2023most recent commit 4 months agopypi mmdeploy} Downloads
Sit4onnx ⭐ 17
Tools for simple inference testing using TensorRT, CUDA and OpenVINO CPU/GPU and CPU providers. Simple Inference Test for ONNX.
dependent packages 1total releases 8latest release December 02, 2022most recent commit 10 months agopypi sit4onnx} Downloads
The 8 Latest Releases In Python Onnx Tensorrt Open Source Projects
Mmdeploy ⭐ 2,371
OpenMMLab Model Deployment Framework
dependent packages 2total releases 6latest release September 22, 2023most recent commit 4 months agopypi mmdeploy} Downloads
Sit4onnx ⭐ 17
Tools for simple inference testing using TensorRT, CUDA and OpenVINO CPU/GPU and CPU providers. Simple Inference Test for ONNX.
dependent packages 1total releases 8latest release December 02, 2022most recent commit 10 months agopypi sit4onnx} Downloads
Deepvac ⭐ 618
PyTorch Project Specification.
total releases 59latest release June 28, 2021most recent commit 3 years ago
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