Code and resources for LMFM-12 microalgae image classification, comparing seven CNN architectures and evaluating transfer learning performance
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Nov 27, 2025 - Python
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image-classification-model
Here are 13 public repositories matching this topic...
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
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Jun 27, 2024 - Jupyter Notebook
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
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Oct 6, 2025 - Jupyter Notebook
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
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Sep 19, 2025 - Jupyter Notebook
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
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Aug 26, 2025 - Jupyter Notebook
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
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Jun 23, 2022 - Python
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
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Dec 31, 2024 - Jupyter Notebook
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
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Jul 20, 2025 - Python
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
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May 5, 2024 - Jupyter Notebook
An interactive web app that classifies images of cats and dogs. Built with Python, TensorFlow/Keras, and a user-friendly Streamlit interface.
python machine-learning computer-vision tensorflow keras image-classification google-colab streamlit image-classification-model
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Sep 19, 2025 - Jupyter Notebook
Deep learning-based classification of 38 plant diseases using ResNet50
deep-learning tensorflow keras jupyter-notebook image-classification plant-disease image-classification-model
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Jun 8, 2025 - Jupyter Notebook
🖼️ End-to-end image classification — 🧱 custom CNN, 🔁 transfer learning, 🔭 Vision Transformer, and 🧩 XAI visualizations in a 🌐 Streamlit app.
data-science deep-learning cnn-model explainable-ai grad-cam-visualization image-classification-model
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Nov 13, 2025 - Jupyter Notebook
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