Python Onnx

Open-source Python projects categorized as Onnx

Top 23 Python Onnx Projects

  1. yolov5

    YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

    Project mention: Using YOLO for Real-Time Object Detection with Koyeb GPUs | dev.to | 2024-07-31

    There are several implementations of the YOLO algorithm available, but for ease-of-use, we will use the Ultralytics implementation in this guide. We will implement and test the code locally and then deploy to Koyeb's GPUs for higher inference speed.

  2. CodeRabbit

    CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.

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  3. clip-as-service

    🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

  4. 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/

  5. MMdnn

    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.

  6. silero-vad

    Silero VAD: pre-trained enterprise-grade Voice Activity Detector

    Project mention: AI Voice Agents: Opensource, Pre-Trained Voice Activity Detector | news.ycombinator.com | 2024-07-28
  7. X-AnyLabeling

    Effortless data labeling with AI support from Segment Anything and other awesome models.

    Project mention: X-AnyLabeling: Effortless Data Labeling with AI, Segment Anything and Others | news.ycombinator.com | 2024-03-19
  8. 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.

  9. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  10. yolov7_d2

    🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

  11. deepsparse

    Sparsity-aware deep learning inference runtime for CPUs

  12. 3DDFA_V2

    The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.

  13. mmdeploy

    OpenMMLab Model Deployment Framework

  14. optimum

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

  15. anylabeling

    Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything (SAM+SAM2), MobileSAM!!

  16. sparseml

    Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

  17. AnimeGANv3

    Use AnimeGANv3 to make your own animation works, including turning photos or videos into anime.

  18. gen-efficientnet-pytorch

    Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS

  19. OpenSeeFace

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

  20. inference

    Turn any computer or edge device into a command center for your computer vision projects. (by roboflow)

    Project mention: Smart Waste Solutions: Integrating AI in Next-Gen Waste Sorting | dev.to | 2024-08-29

    Install packages required for running the inference. You can run the trained model Inference. This document is not meant to explain Ultralytics YOLO model training & various ways of optimizing inferences for your custom use-cases & requirements using Roboflow or Ultralytics HUB Inference . The Waste Category Predictor (AI Model) predicts the waste type and sends the signal to Arduino.

  21. onnx-tensorflow

    Tensorflow Backend for ONNX

  22. onnxmltools

    ONNXMLTools enables conversion of models to ONNX

  23. Kokoro-FastAPI

    Dockerized FastAPI wrapper for Kokoro-82M text-to-speech model w/CPU ONNX and NVIDIA GPU PyTorch support, handling, and auto-stitching

    Project mention: Edge TTS | news.ycombinator.com | 2025-01-22

    or run a kokoro tts docker container on your own hardware, the hw requirements aren't crazy: https://github.com/remsky/Kokoro-FastAPI

  24. nncf

    Neural Network Compression Framework for enhanced OpenVINO™ inference

  25. pytorch2keras

    PyTorch to Keras model convertor

  26. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
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).

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Index

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

# Project Stars
1 yolov5 52,194
2 clip-as-service 12,528
3 YOLOX 9,617
4 MMdnn 5,805
5 silero-vad 4,935
6 X-AnyLabeling 4,741
7 PINTO_model_zoo 3,684
8 yolov7_d2 3,124
9 deepsparse 3,094
10 3DDFA_V2 2,944
11 mmdeploy 2,837
12 optimum 2,723
13 anylabeling 2,510
14 sparseml 2,100
15 AnimeGANv3 1,803
16 gen-efficientnet-pytorch 1,568
17 OpenSeeFace 1,506
18 inference 1,470
19 onnx-tensorflow 1,291
20 onnxmltools 1,047
21 Kokoro-FastAPI 1,181
22 nncf 967
23 pytorch2keras 858

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