https://github.com/rmsnow/amnet-rumor-baseline
https://github.com/rmsnow/amnet-rumor-baseline
Last synced: 15 days ago
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- Host: GitHub
- URL: https://github.com/rmsnow/amnet-rumor-baseline
- Owner: RMSnow
- License: mit
- Created: 2018-10-17T10:40:43.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2018-10-23T01:21:40.000Z (over 7 years ago)
- Last Synced: 2025-03-25T11:29:13.488Z (over 1 year ago)
- Language: Python
- Size: 42.2 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# AMNet: Memorability Estimation with Attention
A PyTorch implementation of our paper [AMNet: Memorability Estimation with Attention](https://arxiv.org/abs/1804.03115)
by Jiri Fajtl, Vasileios Argyriou, Dorothy Monekosso and Paolo Remagnino. This paper will be presented
at [CVPR 2018](http://cvpr2018.thecvf.com/).
==> [AMNet](https://github.com/ok1zjf/AMNet)
# Server Path
服务器文件路径：
/media/Data/qipeng/modified_complete_images
/home/qipeng/PicMemorability/AMNet-Rumor
Train Cmd
python3.5 main.py --train-batch-size 256 --test-batch-size 256 --cnn ResNet50FC --dataset lamem --dataset-root /media/Data/qipeng/modified_complete_images/AMNet-Rumor/lamem/ --train-split train_0 --val-split val_0
Test Cmd
python3.5 main.py --test --dataset lamem --dataset-root /media/Data/qipeng/modified_complete_images/AMNet-Rumor/lamem/ --cnn ResNet50FC --model-weights /media/Data/qipeng/modified_complete_images/AMNet-Rumor/AMNet-Train-Output/lamem_ResNet50FC_lstm3_train_1/weights_54.pkl --test-split 'test_*'
Predict Cmd - Rumor / Nonrumor
python3.5 main.py --cnn ResNet50FC --model-weights /media/Data/qipeng/modified_complete_images/AMNet-Rumor/AMNet-Train-Output/lamem_ResNet50FC_lstm3_train_1/weights_54.pkl --eval-images /media/Data/qipeng/modified_complete_images/AMNet-Rumor/AMNet-Predict/images/rumor --csv-out memorabilities-rumor.txt --att-maps-out /media/Data/qipeng/modified_complete_images/AMNet-Rumor/AMNet-Predict/att_maps/rumor
python3.5 main.py --cnn ResNet50FC --model-weights /media/Data/qipeng/modified_complete_images/AMNet-Rumor/AMNet-Train-Output/lamem_ResNet50FC_lstm3_train_1/weights_54.pkl --eval-images /media/Data/qipeng/modified_complete_images/AMNet-Rumor/AMNet-Predict/images/nonrumor --csv-out memorabilities-nonrumor.txt --att-maps-out /media/Data/qipeng/modified_complete_images/AMNet-Rumor/AMNet-Predict/att_maps/nonrumor
Predict Cmd - Sample
python3.5 main.py --cnn ResNet50FC --model-weights /media/Data/qipeng/modified_complete_images/AMNet-Rumor/AMNet-Train-Output/lamem_ResNet50FC_lstm3_train_1/weights_54.pkl --eval-images /media/Data/qipeng/modified_complete_images/AMNet-Rumor/AMNet-Predict/images/sample --csv-out memorabilities-sample.txt --att-maps-out /media/Data/qipeng/modified_complete_images/AMNet-Rumor/AMNet-Predict/att_maps/sample
# Client Path