gesture-recognition-for-human-robot-interactionGesture Recognition For Human-Robot Interaction with modelling, training, analysing and recognising gestures based on computer vision and machine learning techniques. This work was done at Distributed Artificial Intelligence Lab (DAI Labor), Berlin.
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yeelight-hand-controllerWith Yeelight Hand Controller you can turn on and off your Yeelight just with a finger snap and change the brightness intensity raising or lowering your hand.
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weaselWeakly Supervised End-to-End Learning (NeurIPS 2021)
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mediapipe plusThe purpose of this project is to apply mediapipe to more AI chips.
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icedataIceData: Datasets Hub for the *IceVision* Framework
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Face-MaskReal time webcam face detection, protect yourself from COVID19 with a virtual mask
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VideoTransformer-pytorchPyTorch implementation of a collections of scalable Video Transformer Benchmarks.
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fastfaceLight Face Detection using PyTorch Lightning
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hydra-zenPythonic functions for creating and enhancing Hydra applications
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EyeCommanderAn open source computer vision interface that tracks eye movements for individuals with severely-limited mobility.
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deepfillv2-pylightningClean minimal implementation of Free-Form Image Inpainting with Gated Convolutions in pytorch lightning. Inspired from pytorch implementation by @avalonstrel.
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disent🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib
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quickvisionAn Easy To Use PyTorch Computer Vision Library
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backscrubVirtual Video Device for Background Replacement with Deep Semantic Segmentation
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AkihabaraA pure .NET port for Google Mediapipe, inspired of MediaPipeUnity.
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depthai hand trackerRunning Google Mediapipe Hand Tracking models on Luxonis DepthAI hardware (OAK-D-lite, OAK-D, OAK-1,...)
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Fast-AgingGANA deep learning model to age faces in the wild, currently runs at 60+ fps on GPUs
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Sport-With-AIThe human body is detected with the help of the Mediapipe library. Then, using the mathematical methods applied, it is determined how much the exercise count is done.
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MediapipeCross-platform, customizable ML solutions for live and streaming media.
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Handgator✋ Navigating desktop with hand gesture
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AutoTabularAutomatic machine learning for tabular data. ⚡🔥⚡
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lightning-hydra-templatePyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
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rideTraining wheels, side rails, and helicopter parent for your Deep Learning projects in Pytorch
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pytorch multi input exampleMulti-Input Deep Neural Networks with PyTorch-Lightning - Combine Image and Tabular Data
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BrainMaGeBrain extraction in presence of abnormalities, using single and multiple MRI modalities
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uetaiCustom ML tracking experiment and debugging tools.
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skillful nowcastingImplementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
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bert-squeeze🛠️ Tools for Transformers compression using PyTorch Lightning ⚡
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Transformer-QG-on-SQuADImplement Question Generator with SOTA pre-trained Language Models (RoBERTa, BERT, GPT, BART, T5, etc.)
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DOLG-pytorchUnofficial PyTorch Implementation of "DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features"
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mediapipe-oscMediaPipe examples which stream their detections over OSC.
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Neural-HMMNeural HMMs are all you need (for high-quality attention-free TTS)
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ConSSLPyTorch Implementation of SOTA SSL methods
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hififaceUnofficial PyTorch Implementation for HifiFace (https://arxiv.org/abs/2106.09965)
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pytorch tempestMy repo for training neural nets using pytorch-lightning and hydra
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BlazePoseBarracudaBlazePoseBarracuda is a human 2D/3D pose estimation neural network that runs the Mediapipe Pose (BlazePose) pipeline on the Unity Barracuda with GPU.
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modelboxA high performance, high expansion, easy to use framework for AI application. 为AI应用的开发者提供一套统一的高性能、易用的编程框架,快速基于AI全栈服务、开发跨端边云的AI行业应用。
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gestHand gestures as an input device
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spockpy✊ ✋ ✌️ ☝️ 🖖 A Python hand gesture recognition library for Kinetic User Interface (KUI).
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labml🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
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pl-dreamerSimplistic Pytorch Implementation of the Dreamer-RL
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ai-virtual-mouseDeveloped an AI-based system to control the mouse cursor using Python and OpenCV with the real-time camera. Fingertip location is mapped to RGB images to control the mouse cursor.
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slpUtils and modules for Speech Language and Multimodal processing using pytorch and pytorch lightning
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map-floodwater-satellite-imageryThis repository focuses on training semantic segmentation models to predict the presence of floodwater for disaster prevention. Models were trained using SageMaker and Colab.
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embeddings-for-treesSet of PyTorch modules for developing and evaluating different algorithms for embedding trees.
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uvadlc notebooksRepository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022
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classyclassy is a simple-to-use library for building high-performance Machine Learning models in NLP.
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lightning-asrModular and extensible speech recognition library leveraging pytorch-lightning and hydra.
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MVSNet plMVSNet: Depth Inference for Unstructured Multi-view Stereo using pytorch-lightning
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pytorch-lightning-templateAn easy/swift-to-adapt PyTorch-Lighting template. 套壳模板,简单易用,稍改原来Pytorch代码,即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit all the functions as well. Big-project-friendly as well.
Stars: ✭ 555 (+2675%)