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Top 175 resnet open source projects

Learning Fine-grained Image Similarity with Deep Ranking is a novel application of neural networks, where the authors use a new multi scale architecture combined with a triplet loss to create a neural network that is able to perform image search. This repository is a simplified implementation of the same

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python python3 deep-learning pytorch neural-network image deep-neural-networks convolutional-neural-networks image-classification resnet image-retrieval

Mobile Image Matting

a lightweight image matting model

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python deep-learning computer-vision resnet

Cyclegan Qp

Official PyTorch implementation of "Artist Style Transfer Via Quadratic Potential"

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python pytorch convolutional-neural-networks neural-networks gan generative-adversarial-network resnet style-transfer generative-art cyclegan

Pytorch Image Models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

Jacinto Ai Devkit

Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models

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deep-learning pytorch tensorflow object-detection cnn deeplearning segmentation detection semantic-segmentation caffe resnet mobilenet quantization

Pretrained Models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

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python lua pytorch resnet imagenet inception resnext pretrained

Segmentationcpp

A 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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cpp pytorch neural-network semantic-segmentation resnet imagenet image-segmentation models unet resnext

Imagenet resnet tensorflow2.0

Train ResNet on ImageNet in Tensorflow 2.0; ResNet 在ImageNet上完整训练代码

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python resnet imagenet

Tensornets

High level network definitions with pre-trained weights in TensorFlow

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

Resnet

Tensorflow ResNet implementation on cifar10

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python jupyter-notebook tensorflow resnet cifar10

Autodl

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]

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python machine-learning pytorch tensorflow data-science artificial-intelligence ai deeplearning big-data resnet automl feature-engineering nas lightgbm automated-machine-learning

Vgg16 Pytorch

VGG16 Net implementation from PyTorch Examples scripts for ImageNet dataset

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shell pytorch resnet vgg16 vgg

Classification models

Classification models trained on ImageNet. Keras.

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python keras resnet imagenet pretrained-models mobilenet densenet vgg resnext

Retinanet

Keras implementation of RetinaNet for object detection and visual relationship identification

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python keras resnet

Bmw Tensorflow Training Gui

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

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python deep-learning docker tensorflow computer-vision neural-network gui rest-api object-detection deep-neural-networks deeplearning resnet tensorboard computervision

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

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

Pytorch2keras

PyTorch to Keras model convertor

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python deep-learning pytorch tensorflow keras converter resnet imagenet machinelearning keras-tensorflow onnx densenet tensorflow-models keras-models

Deep Ctr Prediction

CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

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python transformer resnet

Vqa.pytorch

Visual Question Answering in Pytorch

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python deep-learning pytorch resnet torch coco vqa

Cifar Zoo

PyTorch implementation of CNNs for CIFAR benchmark

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python pytorch resnet densenet resnext

Dogs vs cats

猫狗大战

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jupyter-notebook keras image-classification resnet kaggle inception keras-tutorials

Medicalzoopytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

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python deep-learning pytorch segmentation resnet medical-imaging unet densenet

Video Classification

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

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jupyter-notebook cnn lstm rnn transfer-learning resnet action-recognition pytorch-tutorial

Pytorch resnet cifar10

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

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python pytorch resnet

Mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

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python pytorch image-classification resnet imagenet mobilenet resnext

Tf Tutorials

A collection of deep learning tutorials using Tensorflow and Python

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jupyter-notebook tensorflow gan resnet

Awesome Very Deep Learning

♾A curated list of papers and code about very deep neural networks

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deep-learning machine-learning awesome-list resnet densenet

Resnext.pytorch

Reproduces ResNet-V3 with pytorch

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python pytorch resnet resnext

R2cnn fpn tensorflow

R2CNN: Rotational Region CNN Based on FPN (Tensorflow)

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python tensorflow detection resnet

Cbir

🏞 A content-based image retrieval (CBIR) system

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python computer-vision resnet image-retrieval histogram

Fpn tensorflow

A Tensorflow implementation of FPN detection framework.

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python tensorflow detection resnet

Pytorch classification

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码

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jupyter-notebook pytorch flask cnn deployment image-classification resnet svm random-forest densenet resnext

Basic cnns tensorflow2

A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).

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python tensorflow image-classification resnet image-recognition densenet resnext

Tf Faster Rcnn

Tensorflow Faster RCNN for Object Detection

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python shell cython Cuda matlab Roff tensorflow object-detection resnet mobilenet faster-rcnn tensorboard coco voc

Cnn Models

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

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

Real Time Gesrec

Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101

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python machine-learning pytorch deep-neural-networks cnn resnet video-processing

Deeplabv3plus Pytorch

DeepLabv3, DeepLabv3+ and pretrained weights on VOC & Cityscapes

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python pytorch resnet mobilenetv2 cityscapes pascal-voc

Self Label

Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)

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python clustering resnet representation-learning

Rezero

Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"

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python deep-neural-networks transformer resnet

Deepslide

Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.

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python resnet

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

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

Deepxi

Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.

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matlab tensorflow keras attention resnet

Segmentation models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Shake Shake

2.86% and 15.85% on CIFAR-10 and CIFAR-100

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lua resnet torch7

Awesome Computer Vision Models

A list of popular deep learning models related to classification, segmentation and detection problems

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deep-learning machine-learning awesome awesome-list computer-vision object-detection semantic-segmentation image-classification machine-learning-algorithms resnet awesome-lists densenet

Pytorch Image Classification

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

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

Resnetcam Keras

Keras implementation of a ResNet-CAM model

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python keras cnn classification image-classification localization resnet keras-tensorflow image-analysis cnn-keras keras-models cnn-model

Grad Cam Tensorflow

tensorflow implementation of Grad-CAM (CNN visualization)

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jupyter-notebook visualization convolutional-neural-networks resnet machinelearning vgg16

jax-resnet

Implementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).

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python machine-learning computer-vision deep-learning neural-networks resnet flax jax

Class-Activation-Mappings

Visualizing where the Convolution Network is looking through CAM.

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python visualization deep-neural-networks deep-learning resnet convolutional-neural-networks resnet-50 class-activation-maps

i3d-tensorflow

Inflated 3D ConvNets for video understanding

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python resnet inception c3d

alpha-zero

AlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm" by DeepMind.

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python game machine-learning reinforcement-learning deep-learning tensorflow tic-tac-toe connect-four reversi mcts othello tictactoe resnet deepmind connect4 alphago-zero alpha-zero alphazero self-play

flexible-yolov5

More readable and flexible yolov5 with more backbone(resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer) and (cbam，dcn and so on), and tensorrt

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