https://github.com/lovesaroha/cat-or-dog-classification-training
Training a keras model to recognize real images of cats and dogs in order to classify an incoming image as one or the other.
https://github.com/lovesaroha/cat-or-dog-classification-training
cat-dog-classifier keras machine-learning python tensorflow
Last synced: 2 months ago
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Training a keras model to recognize real images of cats and dogs in order to classify an incoming image as one or the other.
- Host: GitHub
- URL: https://github.com/lovesaroha/cat-or-dog-classification-training
- Owner: lovesaroha
- License: gpl-3.0
- Created: 2021-09-26T12:18:22.000Z (almost 5 years ago)
- Default Branch: main
- Last Pushed: 2021-09-26T18:08:51.000Z (almost 5 years ago)
- Last Synced: 2025-01-12T19:23:38.361Z (over 1 year ago)
- Topics: cat-dog-classifier, keras, machine-learning, python, tensorflow
- Language: Python
- Homepage:
- Size: 14.6 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Cat-OR-Dog-Classification-Training
Training a keras model to recognize real images of cats and dogs in order to classify an incoming image as one or the other.
Download images from [mledu-datasets/cats_and_dogs_filtered.zip](https://storage.googleapis.com/mledu-datasets/cats_and_dogs_filtered.zip).
Download inception model weights for transfer learning from [mledu-datasets/inception_v3_weights_tf_dim_ordering_tf_kernels_notop.h5](https://storage.googleapis.com/mledu-datasets/inception_v3_weights_tf_dim_ordering_tf_kernels_notop.h5)
## Requirements
- Python 3 or higher.
## Packages
### Numpy
```bash
py -m pip install numpy
```
### Tensorflow
```bash
py -m pip install tensorflow
```
## Start Training
```bash
py convolutional_neural_network.py
```
```bash
py transfer_learning.py
```