Printed-Chinese-Character-OCRThis is a Chinese Character ocr system based on Deep learning (VGG like CNN neural net work),this rep include trainning set generating,image preprocesing,NN model optimizing based on Keras high level NN framwork
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DL.EyeSightMainly use SSD, YOLO and other models to solve the target detection problem in image and video !
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LibtorchTutorialsThis is a code repository for pytorch c++ (or libtorch) tutorial.
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BankCard-RecognizerIdentifying numbers from bankcard, based on Deep Learning with Keras [China Software Cup 2019]
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pig faceTensorflow + python + bilinear cnn 本项目最终排名 15/1386
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SrganPhoto-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
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AilearnnotesArtificial Intelligence Learning Notes.
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Vgg19 with tensorflowAn easy implement of VGG19 with tensorflow, which has a detailed explanation.
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TensorrtxImplementation of popular deep learning networks with TensorRT network definition API
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Chainer Cifar10Various CNN models for CIFAR10 with Chainer
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ImagenetPytorch Imagenet Models Example + Transfer Learning (and fine-tuning)
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ImagenetThis implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet, vgg, resnet, squeezenet, densenet)
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X Ray ClassificationX-ray Images (Chest images) analysis and anomaly detection using Transfer learning with inception v2
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Covid 19 Detection Flask App Based On Chest X Rays And Ct ScansCOVID-19 Detection Chest X-rays and CT scans: COVID-19 Detection based on Chest X-rays and CT Scans using four Transfer Learning algorithms: VGG16, ResNet50, InceptionV3, Xception. The models were trained for 500 epochs on around 1000 Chest X-rays and around 750 CT Scan images on Google Colab GPU. A Flask App was later developed wherein user can upload Chest X-rays or CT Scans and get the output of possibility of COVID infection.
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Tensorflow FcnAn Implementation of Fully Convolutional Networks in Tensorflow.
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Neural Style本代码加入了神经风格迁移中文注释,更易理解,同时新加入begin.py可直接运行调试。
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TensornetsHigh level network definitions with pre-trained weights in TensorFlow
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Vgg16 PytorchVGG16 Net implementation from PyTorch Examples scripts for ImageNet dataset
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Keras Idiomatic ProgrammerBooks, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
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Ssds.pytorchRepository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.
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MyvisionComputer vision based ML training data generation tool 🚀
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Food Recipe Cnnfood image to recipe with deep convolutional neural networks.
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Cnn ModelsImageNet pre-trained models with batch normalization for the Caffe framework
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Numpy neural network仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层;以及图像分类案例及精调网络案例等,持续更新中... ...
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Pytorch Image ClassificationTutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
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PyVGGFaceVGG-Face CNN descriptor in PyTorch.
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RMNetRM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.
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Keras-CIFAR10practice on CIFAR10 with Keras
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AgeEstimateAdienceAge and Gender Estimation Using Convolutional Neural Network
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neural-dreamPyTorch implementation of DeepDream algorithm
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