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optimum🏎️ Accelerate training and inference of 🤗 Transformers with easy to use hardware optimization tools
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EgoNetOfficial project website for the CVPR 2021 paper "Exploring intermediate representation for monocular vehicle pose estimation"
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onnxruntime-rsRust wrapper for Microsoft's ONNX Runtime (version 1.8)
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fastT5⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.
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lego-art-remixPowerful computer vision assisted Lego mosaic creator · Over 500,000 images created (so far!)
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MobileNetV2-PoseEstimationTensorflow based Fast Pose estimation. OpenVINO, Tensorflow Lite, NCS, NCS2 + Python.
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label-studio-frontendData labeling react app that is backend agnostic and can be embedded into your applications — distributed as an NPM package
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YOLOXYOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
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MSPNMulti-Stage Pose Network
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openpose-dockerA docker build file for CMU openpose with Python API support
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ICONICON: Implicit Clothed humans Obtained from Normals (CVPR 2022)
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serving-runtimeExposes a serialized machine learning model through a HTTP API.
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vs-realesrganReal-ESRGAN function for VapourSynth
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popartPoplar Advanced Runtime for the IPU
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ppqPPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.
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LoFTRCode for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021
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articulated-pose[CVPR 2020, Oral] Category-Level Articulated Object Pose Estimation
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OPVOSample code of BMVC 2017 paper: "Visual Odometry with Drift-Free Rotation Estimation Using Indoor Scene Regularities"
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AI-LABThis repository contains a docker image that I use to develop my artificial intelligence applications in an uncomplicated fashion. Python, TensorFlow, PyTorch, ONNX, Keras, OpenCV, TensorRT, Numpy, Jupyter notebook... 🐋🔥
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pytorch2kerasPyTorch to Keras model convertor
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SynapseMLSimple and Distributed Machine Learning
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Unity Detection2ARLocalize 2D image object detection in 3D Scene with Yolo in Unity Barracuda and ARFoundation.
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ngraph-onnxnGraph™ Backend for ONNX
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LEMOOfficial Pytorch implementation for 2021 ICCV paper "Learning Motion Priors for 4D Human Body Capture in 3D Scenes" and trained models / data
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Robotics-Object-Pose-EstimationA complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.
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YOLOv5-Lite🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 930+kb (int8) and 1.7M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~
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wonnxA GPU-accelerated ONNX inference run-time written 100% in Rust, ready for the web
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TransPosePyTorch Implementation for "TransPose: Keypoint localization via Transformer", ICCV 2021.
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StarMapStarMap for Category-Agnostic Keypoint and Viewpoint Estimation
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tensorrt-examplesTensorRT Examples (TensorRT, Jetson Nano, Python, C++)
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openpifpafOfficial implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.
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lite.ai.toolkit🛠 A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOX, YOLOP, MODNet, YOLOR, NanoDet, YOLOX, SCRFD, YOLOX . MNN, NCNN, TNN, ONNXRuntime, CPU/GPU.
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