Python Openvino

Open-source Python projects categorized as Openvino
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Topics: Pytorch Onnx Tensorrt Deep Learning Tensorflow
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Top 13 Python Openvino Projects

  • YOLOX

    YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

  • open_model_zoo

    Pre-trained Deep Learning models and demos (high quality and extremely fast)

    • Project mention: FLaNK Stack Weekly 06 Nov 2023 | dev.to | 2023-11-06

  • InfluxDB

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  • PINTO_model_zoo

    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.

  • anomalib

    An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

    • Project mention: Anomalib: Anomaly detection library comprising cutting-edge algorithms | news.ycombinator.com | 2024-04-24

  • mmdeploy

    OpenMMLab Model Deployment Framework

    • Project mention: [D] Object detection models that can be easily converted to CoreML | /r/MachineLearning | 2023-07-25

  • lightweight-human-pose-estimation.pytorch

    Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

  • RapidOCR

    Awesome OCR multiple programing languages toolkits based on ONNXRuntime, OpenVION and PaddlePaddle.

    • Project mention: FLaNK Stack 05 Feb 2024 | dev.to | 2024-02-05

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • ncappzoo

    Contains examples for the Movidius Neural Compute Stick.

  • nncf

    Neural Network Compression Framework for enhanced OpenVINO™ inference

    • Project mention: FLaNK Stack Weekly 06 Nov 2023 | dev.to | 2023-11-06

  • MobileStyleGAN.pytorch

    An official implementation of MobileStyleGAN in PyTorch

  • edgedict

    Working online speech recognition based on RNN Transducer. ( Trained model release available in release )

  • tflite2tensorflow

    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.

  • opti_models

    PyTorch optimizations and benchmarking

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python Openvino related posts

Index

What are some of the best open-source Openvino projects in Python? This list will help you:

Project Stars
1 YOLOX 9,012
2 open_model_zoo 3,941
3 PINTO_model_zoo 3,288
4 anomalib 3,126
5 mmdeploy 2,511
6 lightweight-human-pose-estimation.pytorch 2,021
7 RapidOCR 1,964
8 ncappzoo 947
9 nncf 777
10 MobileStyleGAN.pytorch 656
11 edgedict 281
12 tflite2tensorflow 249
13 opti_models 55

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