image-classification-model

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Kalashi-Saed-Collaborations / MCNN-14-Fashion-Image-Classification

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Implementation of the MCNN-14 model for fashion image classification, achieving 93.08% accuracy on Fashion-MNIST. Based on our paper "An Efficient Multiple Convolutional Neural Network Model (MCNN-14) for Fashion Image Classification."

machine-learning computer-vision deep-learning tensorflow keras cnn convolutional-neural-networks deep-learning-papers sota cnn-classification fashion-mnist deep-learning-models fashion-mnist-dataset sota-model image-classification-model multiple-cnn mcnn-14 fashion-image-classification ai-in-fashion

Updated Feb 9, 2026
Jupyter Notebook

Image_Classification_System

sabar0401 / Image_Classification_System

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Develop an AI-based image classification system using CNN and transfer learning. The project includes data preprocessing, model training, fine-tuning, evaluation with precision, recall, and F1-score, and testing.

python deep-learning tensorflow keras recall convolutional-neural-networks transfer-learning precision data-augmentation cnn-model f1-score cifar-10 early-stopping image-classfication image-classification-model overfitting-prevention

Updated Jun 27, 2024
Jupyter Notebook

sandesha21 / HelmNet-AI-Computer-Vision-Model

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Computer vision model for detecting whether workers are wearing safety helmets in images. Useful for automated safety monitoring in industrial environments.

python machine-learning ai computer-vision deep-learning image-classification ut-austin computer-vision-tools safety-monitoring image-classification-model

Updated Feb 15, 2026
Jupyter Notebook

aimialina / LMFM-12

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Code and resources for LMFM-12 microalgae image classification, comparing seven CNN architectures and evaluating transfer learning performance

dataset transfer-learning microalgae image-classification-model

Updated Feb 10, 2026
Python

meeraaj27 / cat-dog-image_classifier

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An image classification project using convolutional neural networks to identify cats and dogs with high accuracy.

python machine-learning computer-vision tensorflow keras image-classification google-colab streamlit image-classification-model

Updated Sep 19, 2025
Jupyter Notebook

Razvan48 / Mathematical-Expression-Solver

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A project that involves using Machine Learning Models (such as Convolutional Neural Networks) to identify mathematical symbols and solve given expressions.

machine-learning neural-network machine-learning-algorithms image-processing cnn pytorch dataset neural-networks image-classification convolutional-neural-networks datasets convolutional-neural-network hog-features-extraction cnn-classification pytorch-cnn pytorch-implementation image-classification-model

Updated Jul 20, 2025
Python

DudalaShrujana / tomato-leaf-disease-classification

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🍅 CNN & Streamlit based Tomato Leaf Disease Detection with 11-class classification, real-time prediction and Docker deployment.

python computer-vision tensorflow docker-image cnn-classification streamlit-application image-classification-model

Updated Feb 4, 2026
Python

DHANUSH1323 / Real-time-traffic-recognition-and-classification

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Real-time traffic sign recognition and classification system using hybrid Vision Transformer (ViT) and ResNet34 models. Achieves ~92% accuracy with YOLOv8-labeled data preprocessing and PyTorch-based inference pipeline.

pytorch cnn-classification resnet-34 deep-learning-models computer-vision-opencv vision-transformers ai-agent image-classification-model yolov8-detection traffic-recognition

Updated May 5, 2024
Jupyter Notebook

AmiraliSajadi / Image-Classification-Neural-Network

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Custom deep learning model for binary image classification. Entirely built from scratch in Python with NumPy, including all ML functions, activations, and optimizations.

machine-learning deep-learning numpy neural-networks image-classification image-classification-model

Updated Dec 31, 2024
Jupyter Notebook

farkhod-developer / DL_Image_Classification_Model

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Image Classification Model, You can upload the following images: TRANSPORTS: Car, Boat, Airplane, Rocket, Helicopter, CARNIVORES: Raccoon, Otter, Dog, Lion, Tiger, Red_panda, Lynx, Jaguar, Bear, Fox, Cat FRUITS: Apple, Grape, Common_fig, Pear, Strawberry, Tomato, Lemon, Banana, Orange, Peach, Mango, Pineapple, Grapefruit, Pomegranate, Watermelon...

python data-science machine-learning deep-learning ml image-classification data-engineer machine-learning-engineer streamlit image-classification-model