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dog-breed-classification

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This project uses deep learning and transfer learning with TensorFlow to classify dog breeds from images. Trained on the top 10 breeds from the Kaggle dataset, the model achieves over 94% validation accuracy.

  • Updated Jul 22, 2025
  • Jupyter Notebook

End-to-end notebook for classifying 120 dog breeds using deep learning. Features data preprocessing, transfer learning (MobileNetV2), model training, evaluation, visualization, and Kaggle-ready submission—all with TensorFlow 2.x and TensorFlow Hub.

  • Updated Aug 30, 2025
  • Jupyter Notebook

PetLens: ViT 품종 분석과 CLIP 의미 기반 검색을 연결한 반려동물 멀티모달 웹 서비스 - 수도권 ICT 이노베이션스퀘어 AI 멀티모달 과정

  • Updated Sep 23, 2026
  • JavaScript

image caption generator, dog breed classifier, stock forecasting 🤖🖼️ Порождение подписей на русском языке к изображениям (Python, Keras). Собрал нейросеть из двух частей – свёрточная и рекуррентная части. Получил датасет путём перевода на русский датасета Flickr 8k с помощью Yandex Translate API. Получил метрику BLEU равной 0.51.

  • Updated Nov 26, 2022
  • Jupyter Notebook

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