dilated-convolution

There are 4 repositories under dilated-convolution topic.

hellloxiaotian / BRDNet
Image denoising using deep CNN with batch renormalization(Neural Networks,2020)
image-denoising deep-learning low-level-vision real-noise keras python python2 residual-learning batch-renormalization dilated-convolution image-restoration cnn-keras cnn
Language:Python 189
songdejia / DeepLab_v3_plus
This is an ongoing re-implementation of DeepLab_v3_plus on pytorch which is trained on VOC2012 and use ResNet101 for backbone.
pytorch deeplab-v3-plus semantic-segmentation pascal-voc2012 xception deeplab dilated-convolution encoder-decoder
Language:Python 87
BenChaliah / TimeSeriesGAN
GANs for Time series analysis (Synthetic data generation, anomaly detection and interpolation), Hypertuning using Optuna, MLFlow and Databricks
causal-convolution databricks dilated-convolution generative-adversarial-network hyperparameter-optimization hyperparameter-tuning mlops spark stock-market
Language:Jupyter Notebook 68
hellloxiaotian / ECNDNet
Enhanced CNN for image denoising (CAAI Transactions on Intelligence Technology, 2019)
image-denoise cnn-pytorch deep-learning dilated-convolution residual-learning cnn deep-neural-networks low-level-vision
Language:Python 57
dr-costas / dnd-sed
Sound event detection with depthwise separable and dilated convolutions.
sound-event-detection depthwise-separable-convolutions dilated-convolution depthwiseseparableconvolution dilated-cnn audio-signal-processing machine-listening deep-learning deep-neural-networks machine-learning
Language:Python 51
ParitoshParmar / MTL-AQA
What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment [CVPR 2019]
action-quality-assessment mtl-aqa multitask-learning video-understanding video-processing video-captioning fine-grained-classification pytorch action-recognition fine-grained-action-recognition representation-learning c3d dilated-convolution dilated-c3d lstm captioning
Language:Python 51
SharifAmit / DilatedFCNSegmentation
[SAIN'18] [Caffe] A dilated version of FCN with Stride 2 for Efficient Semantic Segmentation
semantic-segmentation convolutional-neural-networks deep-learning caffe python fcn fully-convolutional-networks pascal-voc2012 pascal-voc pascal-context nyu-depth-v2 nyu-depth nyu-depth-dataset sbd-dataset dilated-convolution dilation-convolution
Language:Python 33
AdityaDutt / Audio-Classification-Using-Wavelet-Transform
Classifying audio using Wavelet transform and deep learning
audio classification deep-learning machine-learning wavelet-transform wavelet morlet-wavelet batch-normalization dilated-convolution acoustics deep-neural-networks speaker-recognition mnist
Language:Python 31
zzzDavid / Dilated-Convolutional-Layer-Implementation
An implementation of dilated convolutional layer based on Darknet Architecture
darknet c cuda convolution gpu neural-network dilated-convolution
Language:C 29
stickeritis / sticker
Succeeded by SyntaxDot: https://github.com/tensordot/syntaxdot
rust part-of-speech-tagger tensorflow topological-fields finalfusion dependency-parsing lstm transformer dilated-convolution
Language:Rust 25
many-facedgod / Numpy-Atrous-Transposed-CNN
A Numpy implementation of the dilated/atrous CNNs proposed by Yu et al. as well as transposed convolutions.
convolutional-neural-networks deep-learning dilatednet im2row dilated-convolution transpose-convolution transposedconvolution
Language:Python 17
UARK-AICV / AerialFormer
[preprint] AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation
aerial-image-segmentation dilated-convolution aerialformer
Language:Python 16
AdityaDutt / Bird-Song-Classification
Classify bird species based on their songs using SIamese Networks and 1D dilated convolutions.
birds classification spectrogram audio dilated-convolution wavenet siamese-network triplet-loss contrastive-learning deep-neural-networks librosa one-shot-learning batch-normalization
Language:Python 15
becauseofAI / DetNet-Keras
An implementation of DetNet with Keras.
deep-learning object-detection neural-network dilated-convolution receptive-field keras
Language:Python 10
SpringerNLP / Chapter6
Chapter 6: Convolutional Neural Networks
cnn convolutional-neural-networks kernels tweet-classifier sentiment-analysis deep-learning lstm word-embeddings character-embeddings dynamic-cnn dilated-convolution cnn-lstm ac-blstm nlp text-classification keras
Language:Jupyter Notebook 8
manupomax / time_series_bible
comprehensive collection of powerful techniques for time series data visualization, analysis and modeling
sarima deep-neural-networks dilated-convolution sequential-models time-series comprehensive-collection temporal-convolutional-network
Language:Jupyter Notebook 5
minar09 / DRN-PyTorch
PyTorch implementation of Dilated Residual Networks for semantic image segmentation
drn pytorch dilated dilated-resnet dilated-convolution semantic-segmentation
Language:Python 4
hda-adcrnn-ser
nhattruongpham / hda-adcrnn-ser
Hybrid Data Augmentation and Attention-based Dilated Convolutional-Recurrent Neural Networks for Speech Emotion Recognition
center-loss data-augmentation dilated-convolution dilated-rnn spectrogram speech-emotion-classification speech-emotion-recognition
3
Jonas1312 / dilation-rate-as-fibonacci-sequence
Dilation Rate Gridding Problem and How to Solve It With the Fibonacci Sequence.
convolutional-neural-networks dilation-convolution fibonacci-sequence gridding-problem dilated-convolution
Language:Python 2
Mcamin / Forecasting
Time Series Forecasting Best Practices & Examples
arima linear-regression lightgbm dilated-convolution mean-forcast ets prophet python forked-repo
Language:Python 2
srinath2022 / DeSnowNet-Impl
Implementation of DeSnowNet paper - https://arxiv.org/pdf/1708.04512.pdf
convolutional-neural-networks deep-learning dilated-convolution pytorch synthetic-data
Language:Jupyter Notebook 2
ebuka-olisa / low-complexity-acoustic-scene
Neural Network for Low Complexity Acoustic Scene Classification
depthwise-separable-convolutions dilated-convolution machine-learning neural-network python
Language:Python 1
gokul-pv / AdvancedConvolutions
Advance Convolutions, Attention and Image Augmentation: Depth wise, Pixel Shuffle, Dilated, Transpose, Channel Attention, and Albumentations Library
albumentations attention-mechanism convolution dilated-convolution
Language:Jupyter Notebook 0
tonibofarull / ts-autoencoder
Dilated Convolutional Autoencoder for univariate Time Series
autoencoder time-series dilated-convolution shapley-value interpretability
Language:Python 0
chandnii7 / Convolutional-Neural-Network
Program implements a convolutional neural network for classifying images of numbers in the MNIST dataset as either even or odd using GPU framework.
convolutional-neural-networks hyperparameter-tuning inference mnist-dataset tensorflow keras strided-convolutions optimizer loss-functions dropout-keras learning-rate epochs weight-initializers batch-normalization layer-normalization receptive-field dilated-convolution
Language:Jupyter Notebook
Sai-Nandan-Desetti / Fast-Image-Processing
This is an implementation of the "Fast Image Processing with Fully-Convolutional Networks" paper.
adaptive-normalization cnn context-aggregation-network d2l deep-learning dilated-convolution pytorch
Language:Jupyter Notebook

dilated-convolution

hellloxiaotian / BRDNet

songdejia / DeepLab_v3_plus

BenChaliah / TimeSeriesGAN

hellloxiaotian / ECNDNet

dr-costas / dnd-sed

ParitoshParmar / MTL-AQA

SharifAmit / DilatedFCNSegmentation

AdityaDutt / Audio-Classification-Using-Wavelet-Transform

zzzDavid / Dilated-Convolutional-Layer-Implementation

stickeritis / sticker

many-facedgod / Numpy-Atrous-Transposed-CNN

UARK-AICV / AerialFormer

AdityaDutt / Bird-Song-Classification

becauseofAI / DetNet-Keras

SpringerNLP / Chapter6

manupomax / time_series_bible

minar09 / DRN-PyTorch

nhattruongpham / hda-adcrnn-ser

Jonas1312 / dilation-rate-as-fibonacci-sequence

Mcamin / Forecasting

srinath2022 / DeSnowNet-Impl

ebuka-olisa / low-complexity-acoustic-scene

gokul-pv / AdvancedConvolutions

tonibofarull / ts-autoencoder

chandnii7 / Convolutional-Neural-Network

Sai-Nandan-Desetti / Fast-Image-Processing