A Novel Method for Accurate & Real-time Food Classification: The Synergistic Integration of EfficientNetB7, CBAM, Transfer Learning, and Data Augmentation
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Rokhva, Shayan, Teimourpour, Babak |
|---|---|
| Format: | Preprint |
| Publié: |
2024
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Computer Vision in the Food Industry: Accurate, Real-time, and Automatic Food Recognition with Pretrained MobileNetV2
par: Rokhva, Shayan, et autres
Publié: (2024)
par: Rokhva, Shayan, et autres
Publié: (2024)
Artificial Intelligence in the Food Industry: Food Waste Estimation based on Computer Vision, a Brief Case Study in a University Dining Hall
par: Rokhva, Shayan, et autres
Publié: (2025)
par: Rokhva, Shayan, et autres
Publié: (2025)
Enhanced Sentiment Analysis of Iranian Restaurant Reviews Utilizing Sentiment Intensity Analyzer & Fuzzy Logic
par: Rokhva, Shayan, et autres
Publié: (2025)
par: Rokhva, Shayan, et autres
Publié: (2025)
Breast Cancer Histopathology Classification using CBAM-EfficientNetV2 with Transfer Learning
par: Sengodan, Naren
Publié: (2024)
par: Sengodan, Naren
Publié: (2024)
Uncertainty-Aware Wildfire Smoke Density Classification from Satellite Imagery via CBAM-Augmented EfficientNet with Evidential Deep Learning
par: Chodavarapu, Ranjith
Publié: (2026)
par: Chodavarapu, Ranjith
Publié: (2026)
Deep Brain Net: An Optimized Deep Learning Model for Brain tumor Detection in MRI Images Using EfficientNetB0 and ResNet50 with Transfer Learning
par: Onah, Daniel, et autres
Publié: (2025)
par: Onah, Daniel, et autres
Publié: (2025)
Facial Emotion Recognition on FER-2013 using an EfficientNetB2-Based Approach
par: Naik, Sahil, et autres
Publié: (2026)
par: Naik, Sahil, et autres
Publié: (2026)
HybridSolarNet: A Lightweight and Explainable EfficientNet-CBAM Architecture for Real-Time Solar Panel Fault Detection
par: Hossain, Md. Asif, et autres
Publié: (2026)
par: Hossain, Md. Asif, et autres
Publié: (2026)
A Hybrid Multimodal Deep Learning Framework for Intelligent Fashion Recommendation
par: Kalashi, Kamand, et autres
Publié: (2025)
par: Kalashi, Kamand, et autres
Publié: (2025)
CBAM Integrated Attention Driven Model For Betel Leaf Diseases Classification With Explainable AI
par: Tabassum, Sumaiya, et autres
Publié: (2025)
par: Tabassum, Sumaiya, et autres
Publié: (2025)
Transfer Learning with EfficientNet for Accurate Leukemia Cell Classification
par: Ahmed, Faisal
Publié: (2025)
par: Ahmed, Faisal
Publié: (2025)
CBAM-SwinT-BL: Small Rail Surface Defect Detection Method Based on Swin Transformer with Block Level CBAM Enhancement
par: Zhao, Jiayi, et autres
Publié: (2024)
par: Zhao, Jiayi, et autres
Publié: (2024)
CBAM-Enhanced DenseNet121 for Multi-Class Chest X-Ray Classification with Grad-CAM Explainability
par: Dey, Utsho Kumar
Publié: (2026)
par: Dey, Utsho Kumar
Publié: (2026)
Exploring Self-Supervised Learning with U-Net Masked Autoencoders and EfficientNet-B7 for Improved Gastrointestinal Abnormality Classification in Video Capsule Endoscopy
par: Kancharla, Vamshi Krishna, et autres
Publié: (2024)
par: Kancharla, Vamshi Krishna, et autres
Publié: (2024)
gWaveNet: Classification of Gravity Waves from Noisy Satellite Data using Custom Kernel Integrated Deep Learning Method
par: Mostafa, Seraj Al Mahmud, et autres
Publié: (2024)
par: Mostafa, Seraj Al Mahmud, et autres
Publié: (2024)
Online Class-Incremental Learning For Real-World Food Image Classification
par: Raghavan, Siddeshwar, et autres
Publié: (2023)
par: Raghavan, Siddeshwar, et autres
Publié: (2023)
Exploring the Equivalence of Closed-Set Generative and Real Data Augmentation in Image Classification
par: Wang, Haowen, et autres
Publié: (2025)
par: Wang, Haowen, et autres
Publié: (2025)
Synthetic Data Augmentation using Pre-trained Diffusion Models for Long-tailed Food Image Classification
par: Koh, GaYeon, et autres
Publié: (2025)
par: Koh, GaYeon, et autres
Publié: (2025)
FoodMem: Near Real-time and Precise Food Video Segmentation
par: AlMughrabi, Ahmad, et autres
Publié: (2024)
par: AlMughrabi, Ahmad, et autres
Publié: (2024)
FDDet: Achieving Data-Efficient Food Defect Detection Under Real-World Scenarios
par: Xu, Ruihao, et autres
Publié: (2026)
par: Xu, Ruihao, et autres
Publié: (2026)
Enhancing Image Classification with Augmentation: Data Augmentation Techniques for Improved Image Classification
par: Kumar, Saorj, et autres
Publié: (2025)
par: Kumar, Saorj, et autres
Publié: (2025)
Swin-TUNA : A Novel PEFT Approach for Accurate Food Image Segmentation
par: Chen, Haotian, et autres
Publié: (2025)
par: Chen, Haotian, et autres
Publié: (2025)
CompactFlowNet: Efficient Real-time Optical Flow Estimation on Mobile Devices
par: Znobishchev, Andrei, et autres
Publié: (2024)
par: Znobishchev, Andrei, et autres
Publié: (2024)
An Explorative Analysis of SVM Classifier and ResNet50 Architecture on African Food Classification
par: Mbonu, Chinedu Emmanuel, et autres
Publié: (2025)
par: Mbonu, Chinedu Emmanuel, et autres
Publié: (2025)
Knowledge Augmentation via Synthetic Data: A Framework for Real-World ECG Image Classification
par: Wang, Xiaoyu, et autres
Publié: (2025)
par: Wang, Xiaoyu, et autres
Publié: (2025)
Chest X-ray Pneumothorax Segmentation Using EfficientNet-B4 Transfer Learning in a U-Net Architecture
par: Roque, Alvaro Aranibar, et autres
Publié: (2025)
par: Roque, Alvaro Aranibar, et autres
Publié: (2025)
FMiFood: Multi-modal Contrastive Learning for Food Image Classification
par: Pan, Xinyue, et autres
Publié: (2024)
par: Pan, Xinyue, et autres
Publié: (2024)
Feature-Enhanced TResNet for Fine-Grained Food Image Classification
par: Liu, Lulu, et autres
Publié: (2025)
par: Liu, Lulu, et autres
Publié: (2025)
Beyond Augmentation: Leveraging Inter-Instance Relation in Self-Supervised Representation Learning
par: Javidani, Ali, et autres
Publié: (2025)
par: Javidani, Ali, et autres
Publié: (2025)
Fine-grained Prompt Tuning: A Parameter and Memory Efficient Transfer Learning Method for High-resolution Medical Image Classification
par: Huang, Yijin, et autres
Publié: (2024)
par: Huang, Yijin, et autres
Publié: (2024)
Improving Imbalanced Multi-Label Chest X-Ray Diagnosis via CBAM-Enhanced CNN Backbones
par: Huu, Duy Nguyen, et autres
Publié: (2026)
par: Huu, Duy Nguyen, et autres
Publié: (2026)
CLIP-Guided SAM: Parameter-Efficient Semantic Conditioning for Promptable Segmentation
par: Jalilian, Shayan, et autres
Publié: (2026)
par: Jalilian, Shayan, et autres
Publié: (2026)
Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets
par: Chen, Hao, et autres
Publié: (2022)
par: Chen, Hao, et autres
Publié: (2022)
Data Augmentation through Background Removal for Apple Leaf Disease Classification Using the MobileNetV2 Model
par: Ferdi, Youcef
Publié: (2024)
par: Ferdi, Youcef
Publié: (2024)
Many-MobileNet: Multi-Model Augmentation for Robust Retinal Disease Classification
par: Wang, Hao, et autres
Publié: (2024)
par: Wang, Hao, et autres
Publié: (2024)
Robust Multi-Disease Retinal Classification via Xception-Based Transfer Learning and W-Net Vessel Segmentation
par: Gholizadeh, Mohammad Sadegh, et autres
Publié: (2025)
par: Gholizadeh, Mohammad Sadegh, et autres
Publié: (2025)
Genetic Learning for Designing Sim-to-Real Data Augmentations
par: Vanherle, Bram, et autres
Publié: (2024)
par: Vanherle, Bram, et autres
Publié: (2024)
A Novel Breast Ultrasound Image Augmentation Method Using Advanced Neural Style Transfer: An Efficient and Explainable Approach
par: Panigrahi, Lipismita, et autres
Publié: (2024)
par: Panigrahi, Lipismita, et autres
Publié: (2024)
On the Mechanisms of Adversarial Data Augmentation for Robust and Adaptive Transfer Learning
par: Satou, Hana, et autres
Publié: (2025)
par: Satou, Hana, et autres
Publié: (2025)
YOLOv8-ResCBAM: YOLOv8 Based on An Effective Attention Module for Pediatric Wrist Fracture Detection
par: Ju, Rui-Yang, et autres
Publié: (2024)
par: Ju, Rui-Yang, et autres
Publié: (2024)
Documents similaires
-
Computer Vision in the Food Industry: Accurate, Real-time, and Automatic Food Recognition with Pretrained MobileNetV2
par: Rokhva, Shayan, et autres
Publié: (2024) -
Artificial Intelligence in the Food Industry: Food Waste Estimation based on Computer Vision, a Brief Case Study in a University Dining Hall
par: Rokhva, Shayan, et autres
Publié: (2025) -
Enhanced Sentiment Analysis of Iranian Restaurant Reviews Utilizing Sentiment Intensity Analyzer & Fuzzy Logic
par: Rokhva, Shayan, et autres
Publié: (2025) -
Breast Cancer Histopathology Classification using CBAM-EfficientNetV2 with Transfer Learning
par: Sengodan, Naren
Publié: (2024) -
Uncertainty-Aware Wildfire Smoke Density Classification from Satellite Imagery via CBAM-Augmented EfficientNet with Evidential Deep Learning
par: Chodavarapu, Ranjith
Publié: (2026)