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311 search results found

Coreml Samples ⭐ 32

Sample code for Core ML using ResNet50 provided by Apple and a custom model generated by coremltools.

Pytorch Segmentation Zoo ⭐ 31

A PyTorch collection of semantic segmentation tools.

Codes For Intra Kd ⭐ 31

Inter-Region Affinity Distillation for Road Marking Segmentation (CVPR 2020)

[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment

Neuralblack ⭐ 30

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

Happy And You Know It ⭐ 29

Facial Emotion Recognition using deep residual learning.

Semantic Aware Scene Recognition ⭐ 29

Pytorch Implementation of Semantic-Aware Scene Recognition Paper

Ijcnn19attacks ⭐ 29

Adversarial Attacks on Deep Neural Networks for Time Series Classification

Keras Application Zoo ⭐ 28

Reference implementations of popular DL models missing from keras-applications & keras-contrib

Model_compression ⭐ 28

deep learning model compression based on keras

Har Dataset Preprocess ⭐ 27

Simple mmdetection CPU inference

Water Classifier Fastai ⭐ 26

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

Deep Compression.pytorch ⭐ 26

Unofficial Pytorch implementation of Deep Compression in CIFAR10

Awesome_cnn ⭐ 26

A collection of CNN structures, contains PyTorch Implementation and Netscope Visualization.

Severstal Steel Defect Detection ⭐ 26

Can you detect and classify defects in steel? Segmentation in Pytorch

Action Recognition Using 3d Resnet ⭐ 26

Use 3D ResNet to extract features of UCF101 and HMDB51 and then classify them.

Tvm Rust ⭐ 25

(MERGED) Rust bindings for TVM runtime

Pyramidnet Caffe ⭐ 25

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

Wildflower Finder ⭐ 25

Image classification of wildflowers using deep residual learning and convolutional neural nets

Tensorflow_scenetext_oriented_box_predictor ⭐ 25

This project modify tensorflow object detection api code to predict oriented bounding boxes. It can be used for scene text detection.

Image Classification Pytorch ⭐ 24

Implement image classification in pytorch

Tensorbag ⭐ 24

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

Cifar10 Tensorflow ⭐ 24

Keras Multiclass Image Classification ⭐ 24

Multiclass image classification using Convolutional Neural Network

Face Detection Base On Resnetssd ⭐ 23

A project can perform face-detection in image/webcam, based on opencv and deep-learning

Zindi_wheat_growth ⭐ 23

1st place solution for CGIAR Wheat Growth Stage Challenge

Tf_semanticsegmentation ⭐ 22

Semantic image segmentation network with pyramid atrous convolution and boundary-aware loss for Tensorflow.

An implementation of the original "ResNet" paper in Pytorch

Deep Residual Network For Mxnet ⭐ 22

a Deep Residual Network Example for MXNet on cifar10 dataset

PyTorch's Semantic Segmentation Toolbox

Deeplearning Classification With Tensorflow ⭐ 22

We realized an integrated classification project from training from scratch to predict utilizing classical networks with tensorflow, including VGG16, ResNet series. With this repository, you can train your own data and realize prediction.

Detectron2 Licenseplates ⭐ 21

Train license plates detection model using Detectron2

Residual Of Residual Networks ⭐ 20

Residual Network of Residual Networks in Keras

Car Detection Model Prediction ⭐ 20

Music Genre Classification ⭐ 20

Zalo AI Challenge - Music Genre Classification

explore apache mxnet from the terminal / REPL

Brainagepredictionresnet ⭐ 20

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

Class Activation Mappings ⭐ 20

Visualizing where the Convolution Network is looking through CAM.

Tensormonk ⭐ 20

A collection of deep learning models (PyTorch implemtation)

Batchaihorovodbenchmark ⭐ 19

Benchmarking Horovod and TF on Batch AI

Covid 19 Chest X Ray Infection Classification ⭐ 19

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

Deep Learning For Contact_map_v2 ⭐ 19

Prediction of protein contact map

Patternrecognitionanddeeplearning Lab ⭐ 19

2019春哈工大模式识别与深度学习实验

Look4face ⭐ 19

Demo of Face Recognition web service

Applied Deep Learning (2019 Spring) @ NTU

Pytorch Material Classification ⭐ 19

Material Classification with Convolutional Networks in PyTorch

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).

Cowc_car_counting ⭐ 18

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

Tricks In Deeplearning ⭐ 18

Using different tricks to improve performance of resetnet. The final accuracy:95.21%

Satellite Image Classification Pytorch ⭐ 18

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

Resnet For Radio Recognition ⭐ 18

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

Deepvision ⭐ 18

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

Spiking_resnet ⭐ 18

Official implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks

Au_recognition ⭐ 18

AU_Recognition based on CKPlus/CK database

Show Attend And Tell ⭐ 18

A PyTorch implementation of the paper Show, Attend and Tell: Neural Image Caption Generation with Visual Attention

Rezero Resnet ⭐ 17

Unofficial pytorch implementation of ReZero in ResNet

Coursera Ng Convolutional Neural Networks ⭐ 17

Faster_rcnn ⭐ 17

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

Facial Expression Prediction ⭐ 17

Facial Expression Prediction with Deep Learning

Pytorch Tutorials ⭐ 17

🤖 | Learning PyTorch through official examples

Cifarclassify ⭐ 17

实现常用图像分类算法

Pytorch Stochastic Depth Resnet ⭐ 17

Pytorch Implementation of Deep Networks with Stochastic Depth

Semantic Labeling in VHR Images via A Self-Cascaded CNN (ISPRS JPRS, IF=6.942)

Resnet50 Tensorflow ⭐ 16

This is an experimental code to train a ResNet-50 made entirely in Tensorflow on Dogs-vs-Cats-Redux

The official implementation of "Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN"

Resnest Tensorflow2 ⭐ 16

ResNeSt: Split-Attention Networks for Tensorflow2

Gan Weightnorm Resnet ⭐ 16

Generative Adversarial Network with Weight Normalization + ResNet

Deepnetmodel ⭐ 16

记录每一个常用的深度模型结构的特点（图和代码）

Tfp Tutorial ⭐ 15

TensorFlow Probability Tutorial

Video Classification 3d Cnn ⭐ 15

Video classification tools using 3D ResNet

Chainer_image_recognition ⭐ 15

links of my implementation

Music Genre Classification ⭐ 15

Genre Classification using Convolutional Neural Networks

Resnetfamily ⭐ 15

Evaluation of Deep CNNs for Image Classification

Codalab Microsoft Coco Image Captioning Challenge ⭐ 15

🥉 Codalab-Microsoft-COCO-Image-Captioning-Challenge 3rd place solution(06.30.21)

Source code for CVPR 2020 paper "Learning to Forget for Meta-Learning"

Matconvnet Resnet ⭐ 14

MatConvNet Implementation for Deep Residual Networks

Cifar Tensorflow ⭐ 14

Cmc Csci181 ⭐ 14

deep learning course materials

Pytorch Fpn ⭐ 14

PyTorch implementation of some FPN-based semantic segmentation architectures: vanilla FPN, Panoptic FPN, PANet FPN; with ResNet and EfficientNet backbones.

PyTorch implementation of "Deep Transferring Quantization" (ECCV2020)

Semisupervised_image_classifier ⭐ 13

ResNet-34 implementation of the paper "Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles" in Keras

Gcp_optimization ⭐ 13

Lookahead_pytorch ⭐ 13

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

Model Selection for Anomaly Detection in Time Series

Retinal Disease Diagnosis With Residual Attention Networks ⭐ 13

Using Residual Attention Networks to diagnose retinal diseases in medical images

Naruto_handsign_classification ⭐ 13

Naruto Hand Gesture Recognition with OpenCV and Transfer Learning

Minerva project includes the minerva package that aids in the fitting and testing of neural network models. Includes pre and post-processing of land cover data. Designed for use with torchgeo datasets.

Human Parsing On Binary Images ⭐ 13

Human Parsing Representation Extractor on Binary Images

From Detection To The Segmentation Of Brain Tumors ⭐ 13

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

sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data

Reproduce ResNet-v3(Aggregated Residual Transformations for Deep Neural Network)

Pytorch_resnet_rs ⭐ 12

Pytorch implementation of "Revisiting ResNets: Improved Training and Scaling Strategies"(https://arxiv.org/pdf/2103.07579.pdf)

Fine-Grained Visual Classification for Plants & Flowers

Intel Scene Classification ⭐ 12

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

Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks

Resnet Ensemble ⭐ 12

Ensemble code for Resnet in Tensorflow slim

Deep Neural Network Architectures with dlib

Resnet_cifar10_cifar100_imagenet ⭐ 11

resnet_cifar10_cifar100_imagenet

Tensorflow ResNet implementation on cifar10

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