Python Onnx

Open-source Python projects categorized as Onnx
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Topics: Pytorch Deep Learning Tensorflow object-detection Keras
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Top 23 Python Onnx Projects

  • yolov5

    YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

    • Project mention: จำแนกสายพันธ์ุหมากับแมวง่ายๆด้วยYoLoV5 | dev.to | 2024-04-15

    Ref https://www.youtube.com/watch?v=0GwnxFNfZhM https://github.com/ultralytics/yolov5 https://dev.to/gfstealer666/kaaraich-yolo-alkrithuemainkaartrwcchcchabwatthu-object-detection-3lef https://www.kaggle.com/datasets/devdgohil/the-oxfordiiit-pet-dataset/data

  • clip-as-service

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

    • Project mention: Search for anything ==> Immich fails to download textual.onnx | /r/immich | 2023-09-15

  • 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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  • 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/

  • 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.

  • 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.

  • yolov7_d2

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

  • deepsparse

    Sparsity-aware deep learning inference runtime for CPUs

    • Project mention: Fast Llama 2 on CPUs with Sparse Fine-Tuning and DeepSparse | news.ycombinator.com | 2023-11-23

    Interesting company. Yannic Kilcher interviewed Nir Shavit last year and they went into some depth: https://www.youtube.com/watch?v=0PAiQ1jTN5k DeepSparse is on GitHub: https://github.com/neuralmagic/deepsparse

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • silero-vad

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

    • Project mention: New models and developer products announced at OpenAI DevDay | news.ycombinator.com | 2023-11-06

    >How do you detect speech starting and stopping?

    https://github.com/snakers4/silero-vad

  • 3DDFA_V2

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

  • mmdeploy

    OpenMMLab Model Deployment Framework

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

  • 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

  • optimum

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

    • Project mention: FastEmbed: Fast and Lightweight Embedding Generation for Text | dev.to | 2024-02-02

    Shout out to Huggingface's Optimum – which made it easier to quantize models.

  • sparseml

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

  • anylabeling

    Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything, MobileSAM!!

    • Project mention: AnyLabeling Auto-labeling with MobileSAM - the newest and fastest variant of Segment Anything | /r/computervision | 2023-06-28

    Check out AnyLabeling v0.3.2 today: https://github.com/vietanhdev/anylabeling/releases/tag/v0.3.2.

  • AnimeGANv3

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

  • gen-efficientnet-pytorch

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

  • hcaptcha-challenger

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

    • Project mention: suggest me a good hcaptcha solver with best motion data and doesn't lock my tokens | /r/Discord_selfbots | 2023-05-14

  • OpenSeeFace

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

  • onnx-tensorflow

    Tensorflow Backend for ONNX

  • inference

    A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models. (by roboflow)

    • Project mention: Supervision: Reusable Computer Vision | news.ycombinator.com | 2024-03-24

    Yeah, inference[1] is our open source package for running locally (either directly in Python or via a Docker container). It works with all the models on Universe, models you train yourself (assuming we support the architecture; we have a bunch of notebooks available[2]), or train in our platform, plus several more general foundation models[3] (for things like embeddings, zero-shot detection, question answering, OCR, etc).

    We also have a hosted API[4] you can hit for most models we support (except some of the large vision models that are really GPU-heavy) if you prefer.

    [1] https://github.com/roboflow/inference

    [2] https://github.com/roboflow/notebooks

    [3] https://inference.roboflow.com/foundation/about/

    [4] https://docs.roboflow.com/deploy/hosted-api

  • onnxmltools

    ONNXMLTools enables conversion of models to ONNX

  • pytorch2keras

    PyTorch to Keras model convertor

    • Project mention: Help Needed: Converting PlantNet-300k Pretrained Model Weights from Tar to h5 Format Help | /r/learnpython | 2023-06-09

    It's almost certainly a pickled pytorch model so you will first need to load it using pytorch and then write it out to h5 (legacy keras format) with https://github.com/gmalivenko/pytorch2keras.

  • nncf

    Neural Network Compression Framework for enhanced OpenVINO™ inference

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

  • SaaSHub

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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 Onnx related posts

Index

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

Project Stars
1 yolov5 46,738
2 clip-as-service 12,181
3 YOLOX 9,005
4 MMdnn 5,782
5 PINTO_model_zoo 3,262
6 yolov7_d2 3,129
7 deepsparse 2,866
8 silero-vad 2,780
9 3DDFA_V2 2,777
10 mmdeploy 2,502
11 X-AnyLabeling 2,416
12 optimum 2,132
13 sparseml 1,974
14 anylabeling 1,840
15 AnimeGANv3 1,568
16 gen-efficientnet-pytorch 1,559
17 hcaptcha-challenger 1,411
18 OpenSeeFace 1,312
19 onnx-tensorflow 1,234
20 inference 1,022
21 onnxmltools 936
22 pytorch2keras 846
23 nncf 771

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