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The Top 23 Deep Learning Openvino Open Source Projects

Open source projects categorized as Deep Learning Openvino
Categories > Machine Learning > Deep Learning
Categories > Openvino
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
Nanodet ⭐ 5,416
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
most recent commit 4 months ago
Openvino ⭐ 5,316
OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
total releases 3most recent commit 3 months ago
Tnn ⭐ 4,210
TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts
most recent commit 3 months ago
Mmdeploy ⭐ 2,371
OpenMMLab Model Deployment Framework
dependent packages 2total releases 6most recent commit 3 months agopypi mmdeploy} Downloads
Lightweight Human Pose Estimation.pytorch ⭐ 1,973
Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.
total releases 1most recent commit 4 months ago
Openvino_notebooks ⭐ 1,717
📚 Jupyter notebook tutorials for OpenVINO™
most recent commit 3 months ago
Berrynet ⭐ 1,563
Deep learning gateway on Raspberry Pi and other edge devices
total releases 1most recent commit a year ago
Training_extensions ⭐ 1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
dependent packages 1total releases 55most recent commit a month agopypi otx} Downloads
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16most recent commit 3 months agopypi nncf} Downloads
Adlik ⭐ 688
Adlik: Toolkit for Accelerating Deep Learning Inference
most recent commit 10 months ago
Model_server ⭐ 618
A scalable inference server for models optimized with OpenVINO™
dependent packages 4total releases 6most recent commit 3 months agopypi ovmsclient} Downloads
Ultimatealpr Sdk ⭐ 550
World's fastest ANPR / ALPR implementation for CPUs, GPUs, VPUs and NPUs using deep learning (Tensorflow, Tensorflow lite, TensorRT, OpenVX, OpenVINO). Multi-Charset (Latin, Korean, Chinese) & Multi-OS (Jetson, Android, Raspberry Pi, Linux, Windows) & Multi-Arch (ARM, x86).
most recent commit 5 months ago
Openvino Yolov3 ⭐ 530
YoloV3/tiny-YoloV3+RaspberryPi3/Ubuntu LaptopPC+NCS/NCS2+USB Camera+Python+OpenVINO
most recent commit 2 years ago
Lightweight Human Pose Estimation 3d Demo.pytorch ⭐ 357
Real-time 3D multi-person pose estimation demo in PyTorch. OpenVINO backend can be used for fast inference on CPU.
most recent commit 3 years ago
Mobilenet Ssd Realsense ⭐ 284
[High Performance / MAX 30 FPS] RaspberryPi3(RaspberryPi/Raspbian Stretch) or Ubuntu + Multi Neural Compute Stick(NCS/NCS2) + RealSense D435(or USB Camera or PiCamera) + MobileNet-SSD(MobileNetSSD) + Background Multi-transparent(Simple multi-class segmentation) + FaceDetection + MultiGraph + MultiProcessing + MultiClustering
most recent commit 4 years ago
Yolox Ros ⭐ 209
YOLOX + ROS2 object detection package (C++ only support)
most recent commit 4 months ago
Vs Mlrt ⭐ 189
Efficient CPU/GPU/Vulkan ML Runtimes for VapourSynth (with built-in support for waifu2x, DPIR, RealESRGANv2/v3, Real-CUGAN, RIFE and more!)
most recent commit 3 months ago
Ros Yolo Sort ⭐ 144
YOLO v3, v4, v5, v6, v7 + SORT tracking + ROS platform. Supporting: YOLO with Darknet, OpenCV(DNN), OpenVINO, TensorRT(tkDNN). SORT supports python(original) and C++. (Not Deep SORT)
most recent commit 2 years ago
Gccpm Look Into Person Cvpr19.pytorch ⭐ 143
Fast and accurate single-person pose estimation, ranked 10th at CVPR'19 LIP challenge. Contains implementation of "Global Context for Convolutional Pose Machines" paper.
most recent commit 3 years ago
Lightglue Onnx ⭐ 141
ONNX-compatible LightGlue: Local Feature Matching at Light Speed. Supports TensorRT, OpenVINO
most recent commit 8 months ago
Bmw Anonymization Api ⭐ 137
This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.
most recent commit 2 years ago
Fast Pathology ⭐ 108
⚡ Open-source software for deep learning-based digital pathology
most recent commit 3 months ago
The 6 Most Depended On Deep Learning Openvino Open Source Projects
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16latest release November 16, 2023most recent commit 3 months agopypi nncf} Downloads
Model_server ⭐ 618
A scalable inference server for models optimized with OpenVINO™
dependent packages 4total releases 6latest release September 18, 2023most recent commit 3 months agopypi ovmsclient} Downloads
Mmdeploy ⭐ 2,371
OpenMMLab Model Deployment Framework
dependent packages 2total releases 6latest release September 22, 2023most recent commit 3 months agopypi mmdeploy} Downloads
Inference Engine Node ⭐ 33
Bringing the hardware accelerated deep learning inference to Node.js and Electron.js apps.
dependent packages 2total releases 7latest release December 30, 2020most recent commit a year agonpm inference-engine-node} Downloads
Training_extensions ⭐ 1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
dependent packages 1total releases 55latest release October 31, 2023most recent commit a month agopypi otx} Downloads
The 10 Latest Releases In Deep Learning Openvino Open Source Projects
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16latest release November 16, 2023most recent commit 3 months agopypi nncf} Downloads
Training_extensions ⭐ 1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
dependent packages 1total releases 55latest release October 31, 2023most recent commit a month agopypi otx} Downloads
Mmdeploy ⭐ 2,371
OpenMMLab Model Deployment Framework
dependent packages 2total releases 6latest release September 22, 2023most recent commit 3 months agopypi mmdeploy} Downloads
Model_server ⭐ 618
A scalable inference server for models optimized with OpenVINO™
dependent packages 4total releases 6latest release September 18, 2023most recent commit 3 months agopypi ovmsclient} Downloads
Deep Object Reid ⭐ 31
OpenVINO Training Extensions Object Re-identification
total releases 2latest release January 02, 2023most recent commit 2 years ago
Mmdetection ⭐ 81
OpenVINO Training Extensions Object Detection
total releases 3latest release December 09, 2022most recent commit 2 years ago
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