Methods › Computer Vision › Light-weight neural networks › MobileNetV1
MobileNetV1
Introduced by Andrew G. Howard et al. in MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
MobileNet is a type of convolutional neural network designed for mobile and embedded vision applications. They are based on a streamlined architecture that uses depthwise separable convolutions to build lightweight deep neural networks that can have low latency for mobile and embedded devices.
Papers archive 2025-07-28
30 shown of 74, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees 3 May 2025 · 0 repositories · arXiv:2505.01810
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AI-Driven Diabetic Retinopathy Diagnosis Enhancement through Image Processing and Salp Swarm Algorithm-Optimized Ensemble Network 18 Mar 2025 · 0 repositories · arXiv:2503.14209
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Hardware-Aware DNN Compression for Homogeneous Edge Devices 25 Jan 2025 · 0 repositories · arXiv:2501.15240
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A Hard-Label Cryptanalytic Extraction of Non-Fully Connected Deep Neural Networks using Side-Channel Attacks 15 Nov 2024 · 1 repository · arXiv:2411.10174
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An Edge Computing-Based Solution for Real-Time Leaf Disease Classification using Thermal Imaging 6 Nov 2024 · 1 repository · arXiv:2411.03835
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Enhancing Apple's Defect Classification: Insights from Visible Spectrum and Narrow Spectral Band Imaging 14 Oct 2024 · 1 repository · arXiv:2410.19784
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Lite-FBCN: Lightweight Fast Bilinear Convolutional Network for Brain Disease Classification from MRI Image 17 Sep 2024 · 1 repository · arXiv:2409.10952
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Rescaling Large Datasets Based on Validation Outcomes of a Pre-trained Network 1 Jul 2024 · 1 repository
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SWAP: Sparse Entropic Wasserstein Regression for Robust Network Pruning 7 Oct 2023 · 1 repository · arXiv:2310.04918Syntology ran 5 of 5 samples · 0 unverified · 5 pointer-only (licence)
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Study for Performance of MobileNetV1 and MobileNetV2 Based on Breast Cancer 6 Aug 2023 · 0 repositories · arXiv:2308.03076
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Free Bits: Latency Optimization of Mixed-Precision Quantized Neural Networks on the Edge 6 Jul 2023 · 0 repositories · arXiv:2307.02894
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PAtt-Lite: Lightweight Patch and Attention MobileNet for Challenging Facial Expression Recognition 16 Jun 2023 · 1 repository · arXiv:2306.09626
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RAMAN: A Re-configurable and Sparse tinyML Accelerator for Inference on Edge 10 Jun 2023 · 0 repositories · arXiv:2306.06493
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AUTOSPARSE: Towards Automated Sparse Training of Deep Neural Networks 14 Apr 2023 · 0 repositories · arXiv:2304.06941
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Arithmetic Intensity Balancing Convolution for Hardware-aware Efficient Block Design 8 Apr 2023 · 0 repositories · arXiv:2304.04016
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A Simple and Generic Framework for Feature Distillation via Channel-wise Transformation 23 Mar 2023 · 0 repositories · arXiv:2303.13212
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R2 Loss: Range Restriction Loss for Model Compression and Quantization 14 Mar 2023 · 0 repositories · arXiv:2303.08253
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HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices 8 Mar 2023 · 0 repositories · arXiv:2303.04440
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Rewarded meta-pruning: Meta Learning with Rewards for Channel Pruning 26 Jan 2023 · 1 repository · arXiv:2301.11063
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Slimmable Pruned Neural Networks 7 Dec 2022 · 1 repository · arXiv:2212.03415
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Receptive Field Refinement for Convolutional Neural Networks Reliably Improves Predictive Performance 26 Nov 2022 · 0 repositories · arXiv:2211.14487
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A Robust and Low Complexity Deep Learning Model for Remote Sensing Image Classification 5 Nov 2022 · 0 repositories · arXiv:2211.02820
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Robust, General, and Low Complexity Acoustic Scene Classification Systems and An Effective Visualization for Presenting a Sound Scene Context 16 Oct 2022 · 0 repositories · arXiv:2210.08610
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A Closer Look at Hardware-Friendly Weight Quantization 7 Oct 2022 · 1 repository · arXiv:2210.03671
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EAPruning: Evolutionary Pruning for Vision Transformers and CNNs 1 Oct 2022 · 0 repositories · arXiv:2210.00181
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Grouped Pointwise Convolutions Reduce Parameters in Convolutional Neural Networks 30 Jun 2022 · 2 repositories
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INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold 15 Apr 2022 · 0 repositories · arXiv:2204.07439
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DMCNet: Diversified Model Combination Network for Understanding Engagement from Video Screengrabs 13 Apr 2022 · 1 repository · arXiv:2204.06454
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SD-Conv: Towards the Parameter-Efficiency of Dynamic Convolution 5 Apr 2022 · 0 repositories · arXiv:2204.02227
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A Compilation Flow for the Generation of CNN Inference Accelerators on FPGAs 8 Mar 2022 · 0 repositories · arXiv:2203.04015
Tasks archive 2025-07-28
20 shown of 79 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections