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 SrganTensorflow implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network" (Ledig et al. 2017)
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Esrgan Tf2ESRGAN (Enhanced Super-Resolution Generative Adversarial Networks, published in ECCV 2018) implemented in Tensorflow 2.0+. This is an unofficial implementation. With Colab.
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FastaiR interface to fast.ai
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Cnn Paper2🎨 🎨 深度学习 卷积神经网络教程 :图像识别,目标检测,语义分割,实例分割,人脸识别,神经风格转换,GAN等🎨🎨 https://dataxujing.github.io/CNN-paper2/
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CausalworldCausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
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Java Docs SamplesJava and Kotlin Code samples used on cloud.google.com
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Celeba Hq ModifiedModified h5tool.py make user getting celeba-HQ easier
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Torch Srgantorch implementation of srgan
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TracktorPython and OpenCV based object tracking software
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Snapaper📰 Past Papers Sharing Platform Based On Vue.js & GCE Guide | CAIE 试卷分享与下载平台
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Hands DetectionHands video tracker using the Tensorflow Object Detection API and Faster RCNN model. The data used is the Hand Dataset from University of Oxford.
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PytoflowThe py version of toflow → https://github.com/anchen1011/toflow
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MlboxMLBox is a powerful Automated Machine Learning python library.
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StagSTag: A Stable Fiducial Marker System
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Niftynet[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
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CfsrcnnCoarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2020)
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Tju DhdA newly built high-resolution dataset for object detection and pedestrian detection (IEEE TIP 2020)
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ArteditingModeling Artistic Workflows for Image Generation and Editing (ECCV 2020)
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Raster VisionAn open source framework for deep learning on satellite and aerial imagery.
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Pytorch BookPyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)
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Nlp TutorialNatural Language Processing Tutorial for Deep Learning Researchers
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Autonomous DroneThis repository intends to enable autonomous drone delivery with the Intel Aero RTF drone and PX4 autopilot. The code can be executed both on the real drone or simulated on a PC using Gazebo. Its core is a robot operating system (ROS) node, which communicates with the PX4 autopilot through mavros. It uses SVO 2.0 for visual odometry, WhyCon for visual marker localization and Ewok for trajectoy planning with collision avoidance.
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GtavisionexportCode to export full segmentations from GTA
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Cycle Gan TfReimplementation of cycle-gan(https://arxiv.org/pdf/1703.10593.pdf) with improved w-gan(https://arxiv.org/abs/1704.00028) loss in tensorflow.
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Pytorch Pix2pixPytorch implementation of pix2pix for various datasets.
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GossipnetNon-maximum suppression for object detection in a neural network
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Kaggle RsnaDeep Learning for Automatic Pneumonia Detection, RSNA challenge
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Gan VisVisualization of GAN training process
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Labelmeautomatic tagging data, the training data prepare for mask-rcnn
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Autodl ProjectsAutomated deep learning algorithms implemented in PyTorch.
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Fashion MnistA MNIST-like fashion product database. Benchmark 👇
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VotenetDeep Hough Voting for 3D Object Detection in Point Clouds
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Codegan[Deprecated] Source Code Generation using Sequence Generative Adversarial Networks
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Rotated iouDifferentiable IoU of rotated bounding boxes using Pytorch
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ImagedeblurringA Keras implementation of image deblurring based on ICCV 2017 paper "Deep Generative Filter for motion deblurring"
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Ddc Transfer LearningA simple implementation of Deep Domain Confusion: Maximizing for Domain Invariance
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Pytorch FidCompute FID scores with PyTorch.
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ManMultinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)
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Bit RnnQuantize weights and activations in Recurrent Neural Networks.
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ImageclassificationDeep Learning: Image classification, feature visualization and transfer learning with Keras
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LibtldaLibrary of transfer learners and domain-adaptive classifiers.
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PanetPANet for Instance Segmentation and Object Detection
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SeganA PyTorch implementation of SEGAN based on INTERSPEECH 2017 paper "SEGAN: Speech Enhancement Generative Adversarial Network"
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GenevaCode to train and evaluate the GeNeVA-GAN model for the GeNeVA task proposed in our ICCV 2019 paper "Tell, Draw, and Repeat: Generating and modifying images based on continual linguistic instruction"
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IloOfficial implementation: Intermediate Layer Optimization for Inverse Problems using Deep Generative Models
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