model-architecture

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szq0214 /MEAL-V2

Star696

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.

pytorch imagenet model-architecture compression-algorithm pre-trained meal imagenet-dataset distillation resnet50 mobilenetv3 efficientnet distillation-model

UpdatedDec 24, 2021
Python

jiweibo /ImageNet

Star422

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)

python pytorch vgg imagenet model-architecture densenet resnet alexnet squeezenet densenet-pytorch

UpdatedJun 29, 2018
Python

floydhub /imagenet

Star159

Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)

deep-learning pytorch vgg floydhub model-architecture densenet resnet alexnet convolutional-neural-networks squeezenet transfer-learning pretrained-models inception-v3 imagenet-dataset

UpdatedOct 18, 2017
Python

minar09 /VGG16-PyTorch

Star87

VGG16 Net implementation from PyTorch Examples scripts for ImageNet dataset

pytorch vgg model-architecture resnet alexnet vgg16 vgg19 imagenet-dataset

UpdatedMay 24, 2020
Shell

sasidhar-programmer /Tensorflow_Advance_Techniques

Star74

deeplearning.ai Tensorflow advance techniques specialization

tensorflow coursera model-architecture resnet object-detection loss-functions rcnn mask-rcnn siamese-network deeplearning-ai imagesegmentation unet-image-segmentation tensorflow-advance tensorflow-features github-tensorflow

UpdatedJan 16, 2021
Jupyter Notebook

haimengzhao /CAE-ADMM

Star47

CAE-ADMM: Implicit Bitrate Optimization via ADMM-Based Pruning in Compressive Autoencoders

pytorch model-architecture image-compression admm autoencoders network-pruning lossy-image-compression

UpdatedJul 22, 2020
Python

singerxt /ElasticModels

Star13

ElasticModels is a elasticsearch object modeling tool designed to work in and asynchronous environment. Builded for official elasticsearch client library Main inspiration was mongoose project

javascript elasticsearch node model model-architecture javascript-applications

UpdatedDec 26, 2016
JavaScript

zwimpee /CXResnet

Star9

Chest X-Ray Image classification using PyTorch.

model-architecture chest-xrays

UpdatedFeb 14, 2021
Python

rkshiyaniya /Image-Segmentation-Using-TensorFlow

Star2

This Repository contains TensorFlow implementation of different Image Segmentation Architecture on different types of datasets.

deep-neural-networks deep-learning notebook tensorflow keras model-architecture image-segmentation unet vgg16-model oxford-pet camvid-image-segmentation fcn8

UpdatedJul 14, 2021
Jupyter Notebook

jinglebot /Classifying_Traffic_Signs

Star1

Identify traffic sign images through Supervised Classification via Deep Learning and Computer Vision using Python, Tensorflow, Jupyter and Anaconda in AWS Cloud.

computer-vision deep-learning tensorflow jupyter-notebook ipython-notebook prediction python-3-6 dropout traffic-signs model-architecture aws-ec2 convolutional-neural-networks grayscale traffic-sign-classification epoch anaconda-cloud validation-accuracy