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248 search results found

Keras Multiclass Image Classification ⭐ 24

Multiclass image classification using Convolutional Neural Network

Tensorbag ⭐ 24

Collection of tensorflow notebooks tutorials for implementing the most important Deep Learning algorithms.

Cat_vs_dog ⭐ 24

Kuzushiji_mnist ⭐ 23

Kuzushiji-MNIST - Capsule Network, VGG and ResNet classifiers for the "lost" Japanese language dataset

Action_recognition ⭐ 22

Solving UCF-101 with fastai2

An implementation of the original "ResNet" paper in Pytorch

Dogbreeds ⭐ 22

my approach to the kaggle speech recognition challenge

Brainagepredictionresnet ⭐ 20

3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).

Fashionai Tf ⭐ 20

A tensorflow implementation of FashionAI Global Challenge

Garbage_classification ⭐ 19

(2020)Deployment of garbage classification model based on wed service

Covid 19 Chest X Ray Infection Classification ⭐ 19

Chest-X-Ray-COVID-19-Detection using Monk AI

Keras Cifar10 ⭐ 19

practice on CIFAR10 with Keras

Deepnet For Semantic Labeling Photogrammetry ⭐ 19

2D semantic segmentation that assigns labels to multiple object categories on Potsdam dataset 🚀

Applied Deep Learning (2019 Spring) @ NTU

Hse_facerec_tf ⭐ 19

Tensorflow/Keras small models for face recognition, ag/gender prediction from images

Vehicle Logo Recognition ⭐ 19

classify 42 car logos with different CNN models

Satellite Image Classification Pytorch ⭐ 18

Image classification on Satellite Dataset-RSI-CB256 with torchvision models.

Skin_lesions_classification_dcnns ⭐ 18

Transfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification

Sketchguidedlocalization ⭐ 18

Tf 1d 2d Resnetv1 2 Seresnet Resnext Seresnext ⭐ 18

Models supported: ResNet, ResNetV2, SE-ResNet, ResNeXt, SE-ResNeXt [layers: 18, 34, 50, 101, 152] (1D and 2D versions with DEMO for Classification and Regression).

Au_recognition ⭐ 18

AU_Recognition based on CKPlus/CK database

Resnet For Radio Recognition ⭐ 18

Implementation and improvement of "Over the Air Deep Learning Based Radio Signal Classification"

Cowc_car_counting ⭐ 18

Project to train/evaluate convolutional neural networks to count cars from COWC aerial images

Pytorch Tutorials ⭐ 17

🤖 | Learning PyTorch through official examples

Faster_rcnn ⭐ 17

An implementation of Faster R-CNN applied to vehicle detection.

Darkon Examples ⭐ 16

Examples for darkon

End2end Visualsearch ⭐ 16

A visual search system used for product retrieval, tested on amazon product data

N Channeled Input Unet Fastai ⭐ 16

This Repository contains a modified version of unet_learner function from fastai library which you can use to define a unet with more/less number of channels than 3 (Default in all ResNet like networks)

Lyft Perception Challenge ⭐ 16

My "unofficial" winning submission to Lyft's image segmentation challenge - https://www.udacity.com/lyft-challenge

Age Detector ⭐ 16

Detecting A Person's Age In A Photo

Dlib To Tf Keras Converter ⭐ 16

A set of scripts to convert dlib's face recognition network to tensorflow, keras, onnx etc

Idiap Tutorials ⭐ 16

Pytorch_onnx_openvino ⭐ 16

Validation of the PyTorch -> ONNX -> Intel OpenVino workflow using pretrained ResNet-50

Resnest Tensorflow2 ⭐ 16

ResNeSt: Split-Attention Networks for Tensorflow2

Pytorch Examples ⭐ 16

PyTorch examples for NERSC systems

Tfp Tutorial ⭐ 15

TensorFlow Probability Tutorial

Music Genre Classification ⭐ 15

Genre Classification using Convolutional Neural Networks

Facial Expression Recognition based on Convolutional Neural Networks and Transfer learning

Pytorch_fast Er_rcnn ⭐ 15

Pytorch Fast R-CNN and Faster R-CNN Implementation. Uses latest PyTorch and TorchVision. No installation required.

Pytorch Facenet Lfw ⭐ 15

Sc19 Dl Tutorial ⭐ 14

Hands-on material for the SC19 tutorial, Deep Learning at Scale

Cnn_architectures ⭐ 14

Keras Implementation of major CNN architectures

Mobilepose Pi ⭐ 14

MobilePose deployment for Raspberry Pi

Cpjku_dcase20 ⭐ 13

CP-JKU submission to DCASE 20

Model Selection for Anomaly Detection in Time Series

Cifar 10_resnet_tensorflow ⭐ 13

resnet Identity Mappings in tensorflow

Sota_imagenet ⭐ 13

Code for training on Imagenet to SOTA results using PyTorch

Human Parsing On Binary Images ⭐ 13

Human Parsing Representation Extractor on Binary Images

Lookahead_pytorch ⭐ 13

Pytorch implementation of lookahead optimizer(https://arxiv.org/pdf/1907.08610.pdf) and RAdam(https://arxiv.org/pdf/1908.03265.pdf)

Cntk Fully Convolutional Networks ⭐ 13

CNTK implementation of Fully Convolutional Networks (FCN) with ResNet for semantic segmentation

Keras_ensemble_cifar10 ⭐ 13

3.47% on CIFAR-10

From Detection To The Segmentation Of Brain Tumors ⭐ 13

Comparision of deep learning models such as ResNet50, FineTuned VGG16, CNN for Brain Tumor Detection

code for the DSCLRCN paper https://arxiv.org/abs/1610.01708

Image_captioning_with_attention ⭐ 12

CaptionBot : Sequence to Sequence Modelling where Encoder is CNN(Resnet-50) and Decoder is LSTMCell with soft attention mechanism

Pytorch_cnn_preferred ⭐ 12

Intel Scene Classification ⭐ 12

Solution of Intel scene classification problem | 95.4 % Accuracy | 5th rank

Fmri_parameter Free_attention ⭐ 12

This repo includes the experiment codes and experiment results for the Skip Attention Module (SAM). The SAM is a parameter-free attention module using in fMRI decoding to increase the decoding performance, which can be able to stack on any architecture of convolutional neural network without any parameters that need to train, and does not increase any burden of training.

Iemocapspeechemotionrecognition ⭐ 12

Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET

StyleGAN, ProGAN, and ResNet GANs to experiment with

Dog_breed_pytorch ⭐ 11

NTUOSS Workshop

Covid 19_xray_classifier ⭐ 11

Demo diagnosis tools for Covid-19 Chest Xray

Tensorflow ResNet implementation on cifar10

Kaggle_state_farm ⭐ 11

VGG & Resnet Neural Networks for Kaggle's State Farm Distracted Driver Detection contest (Tensorflow)

Ship Image Classification Challenge ⭐ 10

Solution for Analytic's Vidhya Game of Deep Learning Shiip Image Classification Challenge

Remote_sensing_pretrained_models ⭐ 10

Remote Sensing pretrained weights with CNN finetune（PyTorch）

Residual Auto Encoder...

Tiny Imagenet Classifier ⭐ 10

Tiny-ImageNet Classifier using Pytorch

Machinelearning_nilm ⭐ 10

Undergraduate research by Yuzhe Lim @ Spring 2019. Field of research: Deep Neural Networks application on NILM (Nonintrusive load monitoring) for Energy Disaggregation

Visualizingactivations ⭐ 10

Self_distillation ⭐ 9

Self-Distillation with weighted ground-truth targets; ResNet and Kernel Ridge Regression

Facial expressions detection in real time, using deep convolutional neural networks.

Kaggle Quickdraw Doodle Recognition Challenge ⭐ 9

Pytorch Resnet Example ⭐ 9

Resnet example that trains on the 5-particle practice data

Google Efficientnet ⭐ 9

Replica of code from here: https://github.com/tensorflow/tpu/tree/master/mode

Path_r_cnn ⭐ 9

Path R-CNN: Object Detection and Segmentation on Pathology Image.

Deeplabv3 ⭐ 8

Implementation of DeepLabV3 paper using Pytorch

Image Segmentation Using Rgb D ⭐ 8

Learning depth-based semantic segmentation of street scenes

Sc18 Dl Tutorial ⭐ 8

Keras tutorial code for the SC18 tutorial on Deep Learning at Scale

Miccai Educational Challenge 2019 ⭐ 8

Tutorial about combining PyTorch and NiftyNet for deep learning and medical image computing

Hands On Deep Learning Using Tensorflow 2.0 ⭐ 8

重读 CNN 网络的经典论文，并用 tensorflow 2.0 手撸一遍经典模型，感受一下实测数据

Deep Learning Based Radio Signal Classification ⭐ 8

Final Project for AI Wireless

Docker Training 2019 Public ⭐ 8

This repository is no longer maintained and it may be deleted in the future. Please visit

Ood Detection ⭐ 7

Code for "Zero-Shot Out-of-Distribution Detection with Feature Correlations"

Segmentation Of 2d Brain Mr Images Using Deep Neural Architectures ⭐ 7

Image Segmentation using U-Net, U-Net with skip connections and M-Net architectures

Jungle Dd Av Sk ⭐ 7

Pytorch Classification ⭐ 7

Pytorch model for classification

Torch Tresnet ⭐ 7

Packaged TResNet based on Official PyTorch Implementation

DeepNCM: Deep Nearest Class Mean Classifiers

Understanding Forest From Space ⭐ 7

Label satellite images from the Amazon basin, in order to better track and understand causes of deforestation.

Epilepsy_siezure_prediction ⭐ 7

Kaggle Camera ⭐ 7

My solution to Kaggle challenge "IEEE Camera Model Identification" [top 3%]

Aiforsea Cv Cars ⭐ 7

Fine-Grained Visual Classification on Stanford Cars Dataset

Keras Aichallenger 2018 Plant Recognition ⭐ 7

农作物病害检测 2018 ai challenger

Hyperface ⭐ 7

Contains the implementation of HyperFace: A deep multi task learning framework for facial recognition, landmark detection, pose and gender detection

Distracted Driving Detection ⭐ 7

分心驾驶检测，检测驾驶员的驾驶状态，对分心驾驶的驾驶员做出提醒

Whales Classification ⭐ 7

My solution to the Global Data Science Challenge

Adversarial Diffusion ⭐ 6

Code for a paper exploring using diffusion models to defend neural networks against adversarial attacks

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