TensorrtxImplementation of popular deep learning networks with TensorRT network definition API
Stars: ✭ 3,456 (+42.63%)
TensorMONKA collection of deep learning models (PyTorch implemtation)
Stars: ✭ 21 (-99.13%)
awesome-computer-vision-modelsA list of popular deep learning models related to classification, segmentation and detection problems
Stars: ✭ 419 (-82.71%)
Segmentation modelsSegmentation models with pretrained backbones. Keras and TensorFlow Keras.
Stars: ✭ 3,575 (+47.54%)
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
Stars: ✭ 395 (-83.7%)
Basic cnns tensorflow2A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
Stars: ✭ 374 (-84.56%)
Keras Idiomatic ProgrammerBooks, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
Stars: ✭ 720 (-70.28%)
MmclassificationOpenMMLab Image Classification Toolbox and Benchmark
Stars: ✭ 532 (-78.04%)
BsconvReference implementation for Blueprint Separable Convolutions (CVPR 2020)
Stars: ✭ 84 (-96.53%)
pyro-visionComputer vision library for wildfire detection
Stars: ✭ 33 (-98.64%)
Awesome Computer Vision ModelsA list of popular deep learning models related to classification, segmentation and detection problems
Stars: ✭ 278 (-88.53%)
gluon2pytorchGluon to PyTorch deep neural network model converter
Stars: ✭ 72 (-97.03%)
Cifar ZooPyTorch implementation of CNNs for CIFAR benchmark
Stars: ✭ 584 (-75.9%)
bird species classificationSupervised Classification of bird species 🐦 in high resolution images, especially for, Himalayan birds, having diverse species with fairly low amount of labelled data
Stars: ✭ 59 (-97.57%)
ImageaiA python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
Stars: ✭ 6,734 (+177.92%)
TensornetsHigh level network definitions with pre-trained weights in TensorFlow
Stars: ✭ 982 (-59.47%)
Skin Lesions Classification DCNNsTransfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification
Stars: ✭ 47 (-98.06%)
Chainer Cifar10Various CNN models for CIFAR10 with Chainer
Stars: ✭ 134 (-94.47%)
ImagenetPytorch Imagenet Models Example + Transfer Learning (and fine-tuning)
Stars: ✭ 134 (-94.47%)
LightNetLightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
Stars: ✭ 710 (-70.7%)
ModelZoo.pytorchHands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟
Stars: ✭ 42 (-98.27%)
simpleAICV-pytorch-ImageNet-COCO-trainingSimpleAICV:pytorch training example on ImageNet(ILSVRC2012)/COCO2017/VOC2007+2012 datasets.Include ResNet/DarkNet/RetinaNet/FCOS/CenterNet/TTFNet/YOLOv3/YOLOv4/YOLOv5/YOLOX.
Stars: ✭ 276 (-88.61%)
ImagenetThis implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet, vgg, resnet, squeezenet, densenet)
Stars: ✭ 126 (-94.8%)
neural-dreamPyTorch implementation of DeepDream algorithm
Stars: ✭ 110 (-95.46%)
InceptionV4Keras implementation of InceptionV4 Paper
Stars: ✭ 20 (-99.17%)
EfficientnetImplementation of EfficientNet model. Keras and TensorFlow Keras.
Stars: ✭ 1,920 (-20.76%)
pytorch2kerasPyTorch to Keras model convertor
Stars: ✭ 788 (-67.48%)
Keras-CIFAR10practice on CIFAR10 with Keras
Stars: ✭ 25 (-98.97%)
flexible-yolov5More readable and flexible yolov5 with more backbone(resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer) and (cbam,dcn and so on), and tensorrt
Stars: ✭ 282 (-88.36%)
Deep-LearningIt contains the coursework and the practice I have done while learning Deep Learning.🚀 👨💻💥 🚩🌈
Stars: ✭ 21 (-99.13%)
Resnetcam KerasKeras implementation of a ResNet-CAM model
Stars: ✭ 269 (-88.9%)
Pytorch Image ClassificationTutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
Stars: ✭ 272 (-88.77%)
Tf Faster RcnnTensorflow Faster RCNN for Object Detection
Stars: ✭ 3,604 (+48.74%)
MedicalzoopytorchA pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
Stars: ✭ 546 (-77.47%)
SightseqComputer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection
Stars: ✭ 116 (-95.21%)
Pytorch2kerasPyTorch to Keras model convertor
Stars: ✭ 676 (-72.1%)
Senet TensorflowSimple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)
Stars: ✭ 682 (-71.85%)
SegmentationcppA 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.
Stars: ✭ 49 (-97.98%)
Pretrained Models.pytorchPretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
Stars: ✭ 8,318 (+243.29%)
Gluon2pytorchGluon to PyTorch deep neural network model converter
Stars: ✭ 70 (-97.11%)
Caffe ModelCaffe models (including classification, detection and segmentation) and deploy files for famouse networks
Stars: ✭ 1,258 (-48.08%)
Deep RankingLearning 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
Stars: ✭ 64 (-97.36%)
Tf Mobilenet V2Mobilenet V2(Inverted Residual) Implementation & Trained Weights Using Tensorflow
Stars: ✭ 85 (-96.49%)
PaddlexPaddlePaddle End-to-End Development Toolkit(『飞桨』深度学习全流程开发工具)
Stars: ✭ 3,399 (+40.28%)
medium blogsmedium blog supplementaries | Backprop | Resnet & ResNext | RNN |
Stars: ✭ 69 (-97.15%)