This implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet, vgg, resnet, squeezenet, densenet)

✭ 126

python pytorch resnet imagenet densenet vgg

X Ray Classification

X-ray Images (Chest images) analysis and anomaly detection using Transfer learning with inception v2

✭ 83

python deep-learning tensorflow image-processing deep-neural-networks classification medical-imaging vgg

Covid 19 Detection Flask App Based On Chest X Rays And Ct Scans

COVID-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.

✭ 66

jupyter-notebook machine-learning vgg

Tensorflow Fcn

An Implementation of Fully Convolutional Networks in Tensorflow.

✭ 1,116

python tensorflow segmentation vgg

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。

✭ 42

python tensorflow cnn vgg neural-style

Tensornets

High level network definitions with pre-trained weights in TensorFlow

✭ 982

python deep-learning tensorflow object-detection yolo model resnet yolov3 mobilenet faster-rcnn densenet mobilenetv2 inception vgg

Vgg16 Pytorch

VGG16 Net implementation from PyTorch Examples scripts for ImageNet dataset

✭ 26

shell pytorch resnet vgg16 vgg

Classification models

Classification models trained on ImageNet. Keras.

✭ 938

python keras resnet imagenet pretrained-models mobilenet densenet vgg resnext

Keras Idiomatic Programmer

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

✭ 720

jupyter-notebook deep-learning machine-learning keras resnet automl autoencoder mobilenet densenet dcgan inception vgg keras-tutorials resnext

Ssds.pytorch

Repository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.

✭ 570

python pytorch yolo darknet mobilenet ssd vgg

Myvision

Computer vision based ML training data generation tool 🚀

✭ 453

javascript machine-learning tensorflow computer-vision image object-detection ml yolo model annotation vision coco vgg

Food Recipe Cnn

food image to recipe with deep convolutional neural networks.

✭ 448

python3 jupyter-notebook deep-learning machine-learning data-science keras convolutional-neural-networks cnn classification chef recognition food recipes vgg16 vgg

Cnn Models

ImageNet pre-trained models with batch normalization for the Caffe framework

✭ 355

python caffe resnet imagenet pretrained-models vgg16 vgg cnn-model

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... ...

✭ 339

jupyter-notebook cnn numpy dnn vgg

Tianchi Medical Lungtumordetect

天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet

✭ 314

jupyter-notebook keras neural-network classification segmentation resnet unet densenet inception vgg

Pytorch Image Classification

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

✭ 272

jupyter-notebook pytorch tutorial convolutional-neural-networks cnn image-classification resnet pytorch-tutorial convolutional-networks vgg pytorch-tutorials

neural-style-pytorch

Neural Style implementation in PyTorch! 🎨

✭ 50

Jupyter Notebook neural-network jupyter-notebook pytorch style-transfer vgg convolutional-neural-networks neural-style vgg19

PyVGGFace

VGG-Face CNN descriptor in PyTorch.

✭ 21

python identity vgg face face-recognition descriptors cnn-model labeled-faces-in-the-wild youtube-faces

Faster-RCNN-TensorFlow

TensorFlow implementation of Faster RCNN for Object Detection

✭ 13

python C++shell tensorflow detection vgg faster-rcnn resnet

RMNet

RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.

✭ 129

python pytorch vgg resnet pruning mobilenetv2 repvgg

Keras-CIFAR10

practice on CIFAR10 with Keras

✭ 25

Jupyter Notebook python svm keras vgg resnet softmax-regression googlenet cifar10

CNN-Series-Getting-Started-and-PyTorch-Implementation

我的笔记和Demo，包含分类，检测、分割、知识蒸馏。

✭ 49

Jupyter Notebook python nin cnn pytorch vgg ssd densenet alexnet multi-layer-perceptron googlenet inception-resnet cnn-series

AgeEstimateAdience

Age and Gender Estimation Using Convolutional Neural Network

✭ 42

python Jupyter Notebook tensorflow prediction cnn vgg alexnet convolutional-neural-networks age vggface age-estimation adience-dataset cnn-network vgg-16

neural-dream

PyTorch implementation of DeepDream algorithm

✭ 110

python visualization computer-vision nin tiling pytorch vgg deepdream resnet inception googlenet deep-dream pytorch-deepdream neural-dream

Bilinear CNN

A pytorch implementation of Bilinear CNNs for Fine-grained Visual Recognition(BCNN).

✭ 44

python pytorch vgg bcnn bilinear

Pruning filters for efficient convnets

PyTorch implementation of "Pruning Filters For Efficient ConvNets"

✭ 96

Jupyter Notebook python deep-neural-networks pytorch vgg pruning cifar10 pytorch-implementation

python cv AI ML

用python做计算机视觉，人工智能，机器学习，深度学习等

✭ 73

Jupyter Notebook python opencv machine-learning deep-neural-networks computer-vision deep-learning mxnet numpy artificial-intelligence vgg densenet resnet alexnet gluon googlenet

Printed-Chinese-Character-OCR

This 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

✭ 21

python ocr keras vgg deeplearning chinese-characters

DL.EyeSight

Mainly use SSD, YOLO and other models to solve the target detection problem in image and video !

✭ 48

python tensorflow vgg yolo ssd object-detection squeezenet

LibtorchTutorials

This is a code repository for pytorch c++ (or libtorch) tutorial.

✭ 463