Top resnet open source projects

A Multi-Class Brain Tumor Classifier using Convolutional Neural Network with 99% Accuracy achieved by applying the method of Transfer Learning using Python and Pytorch Deep Learning Framework

TrackNet-Badminton-Tracking-tensorflow2

TrackNet for badminton tracking using tensorflow2

✭ 37

python resnet image-segmentation object-tracking badminton full-convolutional-networks tensorflow2

resnet-cifar10

ResNet for Cifar10

✭ 21

deep-neural-networks resnet residual-networks cifar10 data-augmentation

Deep-Compression.Pytorch

Unofficial Pytorch implementation of Deep Compression in CIFAR10

✭ 29

python shell pytorch checkpoint accuracy resnet pruning deep-compression

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

ModelZoo.pytorch

Hands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟

✭ 42

python training pytorch imagenet resnet pre-trained modelzoo sota mobilenet mobilenetv3 traicks

Look4Face

Demo of Face Recognition web service

✭ 23

HTML python CSS javascript django deep-learning pytorch face image-recognition face-recognition face-detection resnet lfw faiss

BMW-IntelOpenVINO-Detection-Inference-API

This is a repository for a No-Code object detection inference API using the OpenVINO. It's supported on both Windows and Linux Operating systems.

✭ 66

python Dockerfile shell docker cpu computer-vision neural-network rest-api inference resnet deeplearning object-detection inference-engine detection-api detection-algorithm nocode openvino openvino-toolkit openvino-model-zoo

simpleAICV-pytorch-ImageNet-COCO-training

SimpleAICV:pytorch training example on ImageNet(ILSVRC2012)/COCO2017/VOC2007+2012 datasets.Include ResNet/DarkNet/RetinaNet/FCOS/CenterNet/TTFNet/YOLOv3/YOLOv4/YOLOv5/YOLOX.

✭ 276

python shell pytorch classification imagenet coco resnet object-detection darknet cifar100 voc distillation retinanet yolov3 fcos centernet yolov4 yolov5 ttfnet ilsvrc2012 yolox mosaic-augment

TensorMONK

A collection of deep learning models (PyTorch implemtation)

MVCNN-PyTorch

No description or website provided.

✭ 79

python deep-learning neural-network pytorch resnet 3d

ReZero-ResNet

Unofficial pytorch implementation of ReZero in ResNet

✭ 23

python machine-learning deep-neural-networks deep-learning pytorch resnet residual-networks cifar10 rezero

Water-classifier-fastai

Deploy your Flask web app classifier on Heroku which is written using fastai library.

✭ 37

HTML javascript python CSS classifier flask deep-learning pytorch resnet flask-web flask-api fastai

pb-gcn

Code for the BMVC paper (http://bmvc2018.org/contents/papers/1003.pdf)

✭ 32

python shell pytorch resnet graph-convolutional-networks nturgb-d bmvc-2018 part-based-models

AESRC2020

a deep accent recognition network

✭ 35

python shell keras resnet speaker-recognition asr ctc mtl crnn arcface netvlad interspeech cosface ghostvlad circle-loss accent-recognition

Keras-MultiClass-Image-Classification

Multiclass image classification using Convolutional Neural Network

vehicle recognition

一种运用resnet进行车型识别的方法，

✭ 32

python pytorch resnet vehicle-recognition

gluon2pytorch

Gluon to PyTorch deep neural network model converter

✭ 72

python converter machine-learning deep-neural-networks deep-learning mxnet pytorch densenet resnet gluon darknet dual-path-networks onnx densenet-pytorch nasnet pytorch-converter dualpath-network

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

medium blogs

medium blog supplementaries | Backprop | Resnet & ResNext | RNN |

✭ 69

Jupyter Notebook python blog resnet backpropagation-learning-algorithm rnn-tensorflow resnext

caffe-wrn-generator

Caffe Wide-Residual-Network (WRN) Generator

✭ 19

python caffe resnet residual-networks wide-resnet wide-residual-networks wrn

Resnet-Emotion-Recognition

Identifies emotion(s) from user facial expressions

✭ 21

python emotion cnn resnet emotion-recognition

miopen-benchmark

benchmarking miopen

✭ 17

C++Makefile python amd benchmarks resnet alexnet hip miopen hcc

SE-Net-CIFAR

SE-Net Incorporates with ResNet and WideResnet on CIFAR-10/100 Dataset.

✭ 48

python shell resnet cifar wideresnet se-net

DMPfold

De novo protein structure prediction using iteratively predicted structural constraints

✭ 52

c python shell perl Makefile deep-learning protein-structure resnet protein-sequence protein-structure-prediction

PyTorch-LMDB

Scripts to work with LMDB + PyTorch for Imagenet training

✭ 49

lmdb pytorch imagenet resnet dataloader resnet50

pytorch hand classifier

Simple hand classifier by Pytorch and ResNet

✭ 91

python classifier pytorch resnet

SAN

[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images

✭ 41

python pytorch classification imagenet resnet knowledge-distillation scale-invariance meta-learning mobilenetv2 efficient-neural-networks eccv2020

PLSC

Paddle Large Scale Classification Tools，supports ArcFace, CosFace, PartialFC, Data Parallel + Model Parallel. Model includes ResNet, ViT, DeiT, FaceViT.

✭ 113

python shell face-recognition resnet vit data-parallel large-scale paddle paddlepaddle low-memory distributed-training arcface cosface model-parallel deit hight-speed partial-fc facevit

awesome-computer-vision-models

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

video features

Extract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, ResNet features.

✭ 225

python Dockerfile windows raft audio-features parallel pytorch feature-extraction resnet optical-flow clip multi-gpu i3d s3d video-features vggish pwc-net r2plus1d visual-features ig65m

LibtorchTutorials

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

✭ 463

C++c QMake pytorch vgg classification segmentation resnet unet tutorial-code libtorch pytorch-cpp yolov4 yolov4-tiny

sparsezoo

Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

MIT-Driverless-CV-TrainingInfra

PyTorch pipeline of MIT Driverless Computer Vision paper(2020)

✭ 89

python Jupyter Notebook cnn pytorch resnet object-detection keypoints autonomous-vehicles yolov3 object-localization mit-driverless

DeepNetModel

记录每一个常用的深度模型结构的特点（图和代码）

✭ 25

python Jupyter Notebook deep-learning vgg resnet alexnet object-detection inception googlenet object-classification convolution-lstm residual-convolution-lstm

Deep-learning-for-contact map v2

Prediction of protein contact map

✭ 19

python deep-learning contacts resnet

tensorflow-classification-network

实现遇到的分类网络（持续更新）

✭ 19

python tensorflow cnn resnet alexnet vggnet inceptionnet

DeepMushroom

Image classification of Fungus using ResNet

✭ 64

go python classification resnet fungus

car-detection-model-prediction

No description or website provided.

✭ 18

Jupyter Notebook tensorflow keras cnn classification ssd resnet deeplearning vehicle-detection computervision

chainer-grad-cam

Chainer implementation of Grad-CAM

✭ 20

python chainer grad-cam resnet

sharpmask

TensorFlow implementation of DeepMask and SharpMask

✭ 31

python machine-learning tensorflow ml image-recognition segmentation resnet object-detection image-segmentation sharpmask deepmask

Xtreme-Vision

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

Portrait FCN and 3D Reconstruction

This project is to convert PortraitFCN+ (by Xiaoyong Shen) from Matlab to Tensorflow, then refine the outputs from it (converted to a trimap) using KNN and ResNet, supervised by Richard Berwick.

✭ 61

Jupyter Notebook CSS python HTML javascript matlab PHP resnet reproduction knn 3d-reconstruction tensorflow-models portrait-fcn

Distributed-ResNet-Tensorflow

A Distributed ResNet on multi-machines each with one GPU card.

✭ 20

python shell tensorflow distributed resnet imagenet-dataset

mxnet-retrain

Create mxnet finetuner (retrain) for mac/linux ,no need install docker and supports CPU, GPU(eGpu/cudnn).support the inception,resnet ,squeeznet,mobilenet...

✭ 32

python shell Modelica mac mxnet nin gpu resnet inception retrain fine-tuning squeeznet mobienet

MQBench Quantize

QAT(quantize aware training) for classification with MQBench

✭ 29

python lsq resnet pact quantization qat dsq efficientnetb0 mqbench regnetx

CNN-models

YOLO-v2, ResNet-32, GoogLeNet-lite

✭ 32

python computer-vision tensorflow keras cnn neural-networks yolo resnet googlenet

Top 175 resnet open source projects