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GitHub / Lindronics / honours_project
University final year project: Deep neural networks for classification of multispectral images. Includes dissertation, research Jupyter Notebooks, and code for TensorFlow CNN models.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Lindronics%2Fhonours_project
Stars: 4
Forks: 3
Open Issues: 0
License: mit
Language: TeX
Repo Size: 84.6 MB
Dependencies:
31
Created: over 4 years ago
Updated: 7 months ago
Last pushed: over 2 years ago
Last synced: 7 months ago
Topics: android, android-application, deep-learning, deep-neural-networks, flir, flir-one, flir-sdk, image-classification, keras, multispectral, multispectral-images, tensorflow
Files
Dependencies
- Keras ==2.3.1
- Keras-Applications ==1.0.8
- Keras-Preprocessing ==1.1.0
- Pillow ==6.2.1
- easydict ==1.9
- flirimageextractor ==1.2.2
- imageio ==2.6.1
- ipykernel ==5.1.3
- ipython ==7.9.0
- ipython-genutils ==0.2.0
- ipywidgets ==7.5.1
- joblib ==0.14.0
- jsonschema ==3.1.1
- jupyter ==1.0.0
- jupyter-client ==5.3.4
- jupyter-console ==6.0.0
- jupyter-core ==4.6.1
- keras-vis ==0.4.1
- matplotlib ==3.1.2
- notebook ==6.0.2
- numpy ==1.17.3
- opencv ==3.4.2
- pandas ==0.25.2
- scikit-image ==0.15.0
- scikit-learn ==0.21.3
- scipy ==1.2.0
- seaborn ==0.10.0
- tensorboard ==2.0.2
- tensorflow ==2.0.0
- tensorflow-estimator ==2.0.1
- tqdm ==4.41.1