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Mengshan Jin jinangela
omoindrot
/ tensorflow_finetune.py
Last active
October 7, 2024 18:58
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 |
j314erre
/ text_cnn.py
Created
July 13, 2016 00:00
load pre-trained word2vec into cnn-text-classification-tf
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| import tensorflow as tf | |
| import numpy as np | |
| class TextCNN(object): | |
| """ | |
| A CNN for text classification. | |
| Uses an embedding layer, followed by a convolutional, max-pooling and softmax layer. | |
| """ | |
| def __init__( |
rxaviers
/ gist:7360908
Last active
July 13, 2025 14:35
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