Getting Things Done With PytorchJupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
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Tensorflow 101TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow
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SeqfaceSeqFace : Making full use of sequence information for face recognition
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Deep Face RecognitionOne-shot Learning and deep face recognition notebooks and workshop materials
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Face RecognitionDeep face recognition with Keras, Dlib and OpenCV
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Sphereface PlusSphereFace+ Implementation for <Learning towards Minimum Hyperspherical Energy> in NIPS'18.
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OwnphotosSelf hosted alternative to Google Photos
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Facenet Face RecognitionThis is the research product of the thesis manifold Learning of Latent Space Vectors in GAN for Image Synthesis. This has an application to the research, name a facial recognition system. The application was developed by consulting the FaceNet model.
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Face ClassificationFace model to classify gender and race. Trained on LFWA+ Dataset.
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FacerecogFace Recognition using Neural Networks implemented using Keras
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Face specific augmFace Renderer to perform Domain (Face) Specific Data Augmentation
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SpherefaceImplementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.
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Insightface Just WorksInsightface face detection and recognition model that just works out of the box.
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AnimlReproduction of "Model-Agnostic Meta-Learning" (MAML) and "Reptile".
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Torchtext Summarytorchtext使用总结,从零开始逐步实现了torchtext文本预处理过程,包括截断补长,词表构建,使用预训练词向量,构建可用于PyTorch的可迭代数据等步骤。并结合Pytorch实现LSTM.
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SelfconsistencyCode for the paper: Fighting Fake News: Image Splice Detection via Learned Self-Consistency
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Data Analysis主要是爬虫与数据分析项目总结,外加建模与机器学习,模型的评估。
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Pycaffe tutorialTutorial for pycaffe, the Python API to the Neural Network framework, Caffe
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Svhnclassifier PytorchA PyTorch implementation of Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks (http://arxiv.org/pdf/1312.6082.pdf)
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Diy AlexaCommand recognition research
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Cutout Random ErasingCutout / Random Erasing implementation, especially for ImageDataGenerator in Keras
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Dlfs codeCode for the book Deep Learning From Scratch, from O'Reilly September 2019
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Jupytext.vimVim plugin for editing Jupyter ipynb files via jupytext
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GpA tutorial about Gaussian process regression
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Faster Rcnn tensorflowThis is a tensorflow re-implementation of Faster R-CNN: Towards Real-Time ObjectDetection with Region Proposal Networks.
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LacmusLacmus is a cross-platform application that helps to find people who are lost in the forest using computer vision and neural networks.
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VtubestudioPlaceholder for VTube Studio
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MainCS579: Online Social Network Analysis at the Illinois Institute of Technology
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Kdd winniethebestKDD Cup 2020 Challenges for Modern E-Commerce Platform: Multimodalities Recall first place
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LessonmaterialsOpen Sourced Curriculum and Lessons for an Introductory AI/ML Course
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GatorConda environment and package management extension from within Jupyter
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DlaDeep learning for audio processing
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Byte Sized CodeA collection of Jupyter notebooks for learning Python from the ground up.
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Deep and machine learning projectsThis Repository contains the list of various Machine and Deep Learning related projects. Related code and data files are available inside this folder. One can go through these projects to implement them in real life for specific use cases.
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NotebookCollection of jupyter notebooks for demonstrating software.
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Vmls CompanionsThese are companion notebooks written in Julia and Python for: "Introduction to Applied Linear Algebra" by Boyd and Vandenberghe.
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Face Recognition.jsSimple Node.js package for robust face detection and face recognition. JavaScript and TypeScript API.
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Pytorch tutorialA set of jupyter notebooks on pytorch functions with examples
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