lightweight-cnn

Here are 8 public repositories matching this topic...

ShowLo / MobileNetV3

An implementation of MobileNetV3 with pyTorch

Updated Jul 24, 2020
Python

YOLO-TLP: detected and classified tiny objects with bounding box dimensions smaller than 15 pixels, outperforming other one-stage detectors. maximum resolution for target observation in real-time applications.

surveillance yolo visdrone small-object-detection lightweight-cnn tiny-object-detection real-time-inference yolo-tlp

Updated Oct 6, 2025
Python

rsarka34 / RDLINet

Star

RDLINet: A Novel Lightweight Inception Network for Respiratory Disease Classification Using Lung Sounds (IEEE TIM-2024)

deep-learning lightweight-framework inception-architecture copd lightweight-cnn respiratory-sounds respiratory-illnesses lung-sound-classification lung-sound icbhi17 icbhi-dataset

Updated Mar 24, 2025
Jupyter Notebook

kennethmbugua / IoT-Malware-Classification-Using-Lightweight-Neural-Network

Star

Lightweight deep learning approach for IoT malware detection achieving 95.15% F1-score. Compares CNN, MobileNetV3, and ShuffleNetV2 on network traffic visualization with SMOTE-balanced dataset (9 malware classes + benign).

cnn image-classification iot-security malware-detection shufflenetv2 mobilenetv3 lightweight-cnn

Updated Nov 24, 2025
Python

5seoyoung / pcam-lightweight

Star

[Research] Lightweight Pathology AI for Cancer Metastasis Detection using PatchCamelyon

medical-ai lightweight-cnn pathology-ai

Updated Sep 21, 2025
Python

DJLougen / MPKnet

Star

Bio-inspired CNN modeling M/P/K pathways of the Lateral Geniculate Nucleus. From 76KB/15.5K params (33 FPS on Raspberry Pi) to full-scale and temporal variants. Matches ResNet18 with 52x fewer parameters. No pretraining required.