lightweight-neural-network

Here are 12 public repositories matching this topic...

grishavak / LIDIA-denoiser

LIDIA: Lightweight Learned Image Denoising with Instance Adaptation (NTIRE, 2020)

lightweight machine-learning deep-learning image-processing pytorch image-denoising residual-learning adaptation fine-tuning lightweight-neural-network

Updated Nov 2, 2021
Python

eleGAN23 / HyperNets

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Hypercomplex Neural Networks with PyTorch

pytorch convolutional-neural-networks phc hypercomplex lightweight-neural-network efficient-neural-networks phm quaternion-neural-networks hypercomplex-neural-networks hypercomplex-algebra hypercomlpex-parameterization parameterize-neural-network lightweight-convolution hypercomplex-convolution parameterize-hypercomplex-layer

Updated Dec 14, 2022
Python

Shaw-git / Lightweight-Head-Pose-Estimation

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Code for TMM 2022 "Accurate Head Pose Estimation Using Image Rectification and Lightweight Convolutional Neural Network"

deep-learning pytorch head-pose-estimation lightweight-neural-network

Updated Oct 27, 2022
Python

DebeshJha / NanoNet

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Official implementation of NanoNet: Real-time medical Image segmentation architecture (IEEE CBMS)

python tensorflow segmentation lightweight-framework unet residual-networks semantic-segmentation image-segmentation-tensorflow medical-image-segmentation nanonets squeeze-and-excitation open-source-datasets capsule-endoscopy lightweight-neural-network polyp-segmentation

Updated Oct 17, 2023
Python

MaitreChen / MedGAN-ResLite

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资源受限环境下、大规模肺炎早筛方法。采用DSHNet生成少类样本数据，解决数据不平衡的问题，然后利用RSFNet进行分类，最后结合剪枝策略实现轻量化！MedGAN-ResLite-V2 is released! ❤

machine-learning generator deep-learning cnn pytorch gan dcgan classification resnet chest-xray-images augmentation medical-image-processing pneumonia spatial-attention lightweight-neural-network medmnist

Updated May 29, 2024
Python

hikvision-research / SparseShiftLayer

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An official implementation of CVPR 2019 paper "All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification".

imagenet image-classification lightweight-neural-network mlp-mixer shiftnet

Updated Sep 5, 2022
Python

Achleshwar / lvrnet

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image-restoration lightweight-neural-network

Updated Sep 11, 2023
Python

ParitoshParmar / HalluciNet--PyTorch

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Approximating a 3DCNN with a 2DCNN

deep-learning pytorch video-processing vgg transfer-learning representation-learning scene-recognition action-recognition video-understanding resnext c3d 3dcnn multitask-learning lightweight-neural-network action-anticipation efficient-neural-networks action-quality-assessment c3d-lstm future-prediction

Updated Jul 13, 2020
Python

bigdata-inha / Pool-of-Experts-code

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(SIGMOD 2021) Pool of Experts: Realtime Querying Specialized Knowledge in Massive Neural Networks

query neural-network lightweight-neural-network

Updated Feb 19, 2021
Python

Closed11 / SparseShiftLayer

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A pytorch implementation of CVPR2019 paper "All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification".

image-classification lightweight-neural-network mlp-mixer shiftnet