MobileNets

swMATH39590MaRDI QIDQ55290

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Source code repository: https://github.com/tensorflow/tensorflow/blob/v2.4.1/tensorflow/python/keras/applications/mobilenet.py

Related Items (30)

Pruning deep convolutional neural networks architectures with evolution strategy ⋮ A lightweight double-channel depthwise separable convolutional neural network for multimodal fusion gait recognition ⋮ BreaCNet: a high-accuracy breast thermogram classifier based on mobile convolutional neural network ⋮ A sparse deep learning model for privacy attack on remote sensing images ⋮ Challenges in Markov chain Monte Carlo for Bayesian neural networks ⋮ An improvement for the automatic classification method for ultrasound images used on CNN ⋮ Gait analysis and recognition prediction of the human skeleton based on migration learning ⋮ Diagnosis of breast cancer based on modern mammography using hybrid transfer learning ⋮ Detecting fakes in mobile face recognition systems using a stereo camera ⋮ CMD: controllable matrix decomposition with global optimization for deep neural network compression ⋮ PAC-Bayesian framework based drop-path method for 2D discriminative convolutional network pruning ⋮ KS(conf): a light-weight test if a multiclass classifier operates outside of its specifications ⋮ Deep learning for generic object detection: a survey ⋮ An improved self-supervised learning for EEG classification ⋮ Deep sparse transfer learning for remote smart tongue diagnosis ⋮ A coarse-to-fine approach for intelligent logging lithology identification with extremely randomized trees ⋮ Defect detection in code characters with complex backgrounds based on BBE ⋮ Unnamed Item ⋮ An end-to-end three-dimensional reconstruction framework of porous media from a single two-dimensional image based on deep learning ⋮ Deep-learning-based surrogate flow modeling and geological parameterization for data assimilation in 3D subsurface flow ⋮ A new initialization method based on normed statistical spaces in deep networks ⋮ Reduced-order modeling of deep neural networks ⋮ Multilevel and multiscale feature aggregation in deep networks for facial constitution classification ⋮ Rectified binary convolutional networks with generative adversarial learning ⋮ Fixed-point algorithms for inverse of residual rectifier neural networks ⋮ A comprehensive and systematic look up into deep learning based object detection techniques: a review ⋮ Training a classifier by descriptors in the space of the Radon transform ⋮ Unnamed Item ⋮ Joint Structure and Parameter Optimization of Multiobjective Sparse Neural Network ⋮ Pruning convolutional neural networks via filter similarity analysis

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