robotics-level-4This repo contains projects created using TensorFlow-Lite on Raspberry Pi and Teachable Machine. AI and ML capabilities have been integrated with Robot's software.
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Marta GanMARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification
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Food 101 KerasFood Classification with Deep Learning in Keras / Tensorflow
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whatfoodFood classification using deep learning
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image-sorter2One-click image sorting/labelling script
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AlphaTree-graphic-deep-neural-networkAI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN),图神经网络(GNN),NLP,大数据相关的发展路书(roadmap), 并附海量源码(python,pytorch)带大家消化基本知识点,突破面试,完成从新手到合格工程师的跨越,其中深度学习相关论文附有tensorflow caffe官方源码,应用部分含推荐算法和知识图谱
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MNISTHandwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.
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RmdlRMDL: Random Multimodel Deep Learning for Classification
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goexif2MAINTAINER WANTED -- Decode embedded EXIF meta data from image files written in Pure Golang
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Nsfw Resnet🔥🔥NSFW implement in pytorch(色情图&性感图识别,本程序经过了线上大数据集测试,性能优异效果良好)🔥🔥
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trojanzooTrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.
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TrashnetDataset of images of trash; Torch-based CNN for garbage image classification
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Evo-ViTOfficial implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer
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Images Web CrawlerThis package is a complete tool for creating a large dataset of images (specially designed -but not only- for machine learning enthusiasts). It can crawl the web, download images, rename / resize / covert the images and merge folders..
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tutorialsA tutorial series by Preferred.AI
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Cnn ModelsImageNet pre-trained models with batch normalization for the Caffe framework
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zalo-landmarkZalo AI Challenge - Landmark Identification
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Vovnet.pytorchA pytorch implementation of VoVNet
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tfvaegan[ECCV 2020] Official Pytorch implementation for "Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification". SOTA results for ZSL and GZSL
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Densenet CaffeDenseNet Caffe Models, converted from https://github.com/liuzhuang13/DenseNet
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stackml-jsMachine Learning platform in-browser for creators
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Bss distillationKnowledge Distillation with Adversarial Samples Supporting Decision Boundary (AAAI 2019)
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image featuresExtract deep learning features from images using simple python interface
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Pytorch classifiersAlmost any Image classification problem using pytorch
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denoised-smoothingProvably defending pretrained classifiers including the Azure, Google, AWS, and Clarifai APIs
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SegmentationcppA c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.
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SceneClassificationThis project is to use deep learning to auto classify the scene images with limited amount of training images.
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Face recognition🍎 My own face recognition with deep neural networks.
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Food 101 MobileDeep Learning Food Classifier for iOS using Keras and Tensorflow
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PyTorch-LMDBScripts to work with LMDB + PyTorch for Imagenet training
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Involution[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
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EfficientnasTowards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search https://arxiv.org/abs/1807.06906
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SAN[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images
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MedpyMedical image processing in Python
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food-detection-yolov5🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation. 🍞🍖🍕
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Tensorrt Utils⚡ Useful scripts when using TensorRT
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rps-cvA Rock-Paper-Scissors game using computer vision and machine learning on Raspberry Pi
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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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PaddleclasA treasure chest for image classification powered by PaddlePaddle
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perceptual-advexCode and data for the ICLR 2021 paper "Perceptual Adversarial Robustness: Defense Against Unseen Threat Models".
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DartsDifferentiable architecture search for convolutional and recurrent networks
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Hbonet[ICCV 2019] Harmonious Bottleneck on Two Orthogonal Dimensions
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Tf trt modelsTensorFlow models accelerated with NVIDIA TensorRT
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nsfw apiPython REST API to detect images with adult content
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deforestationA machine learning exercise, using KNN to classify deforested areas
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TresnetOfficial Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)
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NewfeelingsA smart album for Android which use tensorflow to classify images
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