🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

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python pytorch tensorflow keras convolutional-neural-networks gan lstm deep-reinforcement-learning resnet dqn logistic-regression random-forest ppo actor-critic ddpg decision-trees trpo

Senet Caffe

A Caffe Re-Implementation of SENet

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caffe resnet imagenet

Sceneclassify

AI场景分类竞赛

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python deep-learning keras resnet vgg

Eeg Dl

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

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python deep-learning tensorflow cnn lstm transformer rnn attention-mechanism resnet densenet gru fully-convolutional-networks

Tensorflow Cnn Finetune

Finetuning AlexNet, VGGNet and ResNet with TensorFlow

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python tensorflow convolutional-neural-networks resnet

Iresnet

Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)

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python deep-learning machine-learning pytorch computer-vision artificial-intelligence deep-neural-networks convolutional-neural-networks neural-networks cnn image-classification resnet imagenet image-recognition

Facenet Pytorch

Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models

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python pytorch face-detection face-recognition resnet pretrained-models mtcnn face-tracking facial-recognition inception-resnet face-identification

Resnet Cifar10 Caffe

ResNet-20/32/44/56/110 on CIFAR-10 with Caffe

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python caffe resnet cifar10 vgg16

Dsfd.pytorch

DSFD implement with pytorch

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python face-detection resnet vgg16

Tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

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C++python Cuda CMake c shell resnet yolov3 mobilenetv2 crnn vgg resnext alexnet squeezenet inceptionv3 googlenet tensorrt senet arcface shufflenetv2 mnasnet retinaface mobilenetv3 yolov3-spp yolov4 yolov5

Pytorch Cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

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python deep-learning pytorch image-classification resnet mobilenet densenet resnext squeezenet inceptionv3 googlenet wideresnet cifar100 inceptionv4 shufflenet xception nasnet inception-resnet-v2

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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python pytorch image-classification resnet image-recognition

Paddlex

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

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python C++HTML CMake C#java deep-neural-networks neural-networks deeplearning classification segmentation detection deployment resnet yolov3 mobilenet unet industry jetson

Chainer Cifar10

Various CNN models for CIFAR10 with Chainer

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python deep-learning convolutional-neural-networks neural-networks resnet chainer densenet cifar10 vgg

Imagenet

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

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python deep-learning pytorch convolutional-neural-networks transfer-learning resnet pretrained-models densenet vgg

Luna16 Lung Nodule Analysis 2016 Challenge

LUNA16-Lung-Nodule-Analysis-2016-Challenge

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python classification detection resnet

Voice activity detection

Voice Activity Detection based on Deep Learning & TensorFlow

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python deep-learning machine-learning tensorflow artificial-intelligence deep-neural-networks deeplearning time-series speech-recognition resnet speech

Pytorchconv3d

I3D and 3D-ResNets in PyTorch

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python deep-learning pytorch computer-vision resnet 3d-models

Pytorch Imagenet Cifar Coco Voc Training

Training examples and results for ImageNet(ILSVRC2012)/CIFAR100/COCO2017/VOC2007+VOC2012 datasets.Image Classification/Object Detection.Include ResNet/EfficientNet/VovNet/DarkNet/RegNet/RetinaNet/FCOS/CenterNet/YOLOv3.

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python pytorch classification detection resnet apex imagenet yolov3 darknet coco

Pytorch Speech Commands

Speech commands recognition with PyTorch

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python deep-learning pytorch neural-network classification speech-recognition resnet kaggle densenet cifar10 resnext

R Dfpn fpn tensorflow

R-DFPN: Rotation Dense Feature Pyramid Networks (Tensorflow)

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python tensorflow resnet

Imagenet

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)

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python pytorch resnet imagenet densenet vgg

Pytorch Asr

ASR with PyTorch

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python pytorch speech-recognition resnet speech decoder asr densenet kaldi ctc capsule-network

Resnet On Cifar10

Reimplementation ResNet on cifar10 with caffe

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python caffe resnet cifar10

Fixup

A Re-implementation of Fixed-update Initialization

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python resnet

Pyramidnet

Torch implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).

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lua deep-learning resnet imagenet torch7

Ir Net

This project is the PyTorch implementation of our accepted CVPR 2020 paper : forward and backward information retention for accurate binary neural networks.

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python pytorch resnet imagenet

Shiftresnet Cifar

ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch

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python pytorch convolutional-neural-networks classification compression resnet

Shot Type Classifier

Detecting cinema shot types using a ResNet-50

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jupyter-notebook deep-learning pytorch convolutional-neural-networks resnet