Ehsan Yaghoubi Ehsan-Yaghoubi
jcjohnson
/ pytorch_finetune.py
Last active
April 26, 2023 10:21
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| import argparse | |
| import torch | |
| import torch.nn as nn | |
| from torch.autograd import Variable | |
| from torch.utils.data import DataLoader | |
| import torchvision | |
| import torchvision.transforms as T | |
| from torchvision.datasets import ImageFolder |
omoindrot
/ tensorflow_finetune.py
Last active
February 25, 2024 15:00
Example TensorFlow script for fine-tuning a VGG model (uses tf.contrib.data)
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| """ | |
| Example TensorFlow script for finetuning a VGG model on your own data. | |
| Uses tf.contrib.data module which is in release v1.2 | |
| Based on PyTorch example from Justin Johnson | |
| (https://gist.github.com/jcjohnson/6e41e8512c17eae5da50aebef3378a4c) | |
| Required packages: tensorflow (v1.2) | |
| Download the weights trained on ImageNet for VGG: | |
| ``` | |
| wget http://download.tensorflow.org/models/vgg_16_2016_08_28.tar.gz |