https://github.com/sadmansakib93/petals-to-the-metal-flower-classification-kaggle
This notebook is the solution for Kaggle's Petals to the Metal - Flower Classification on TPU challenge: https://www.kaggle.com/c/tpu-getting-started
https://github.com/sadmansakib93/petals-to-the-metal-flower-classification-kaggle
artificial-intelligence classification deep-learning deep-neural-networks densenet flower-classification kaggle kaggle-competition kaggle-petals keras keras-neural-networks notebook tpu-challenge transfer-learning
Last synced: 8 months ago
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This notebook is the solution for Kaggle's Petals to the Metal - Flower Classification on TPU challenge: https://www.kaggle.com/c/tpu-getting-started
- Host: GitHub
- URL: https://github.com/sadmansakib93/petals-to-the-metal-flower-classification-kaggle
- Owner: SadmanSakib93
- Created: 2020-12-19T21:51:25.000Z (almost 5 years ago)
- Default Branch: main
- Last Pushed: 2020-12-19T21:53:56.000Z (almost 5 years ago)
- Last Synced: 2025-01-12T01:22:17.079Z (10 months ago)
- Topics: artificial-intelligence, classification, deep-learning, deep-neural-networks, densenet, flower-classification, kaggle, kaggle-competition, kaggle-petals, keras, keras-neural-networks, notebook, tpu-challenge, transfer-learning
- Language: Jupyter Notebook
- Homepage:
- Size: 841 KB
- Stars: 1
- Watchers: 3
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Petals-to-the-Metal-Flower-Classification-Kaggle
This notebook is the solution for Kaggle's Petals to the Metal - Flower Classification on TPU challenge: https://www.kaggle.com/c/tpu-getting-started
* Model used: DenseNet
* Validation technique: 5-Fold Cross validation
# Final Accuracy Obtained: 0.93067