Tensorflow implementation of 'Episode-based Prototype Generating Network for Zero-Shot Learning'
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Prerequisites
- Tensorflow (r1.4 - r1.12 should work fine)
- Python 2.7 with matplotlib, numpy and scipy
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Datasets
- download the model from Google Drive or Baidu Cloud (bphc), and unzip the files to ./data/,
Exemplar commands are listed here for AwA1 dataset.
- You can
sh ./run_script/1awa.sh - or
python ../scripts/1awa.py --att_dim 85 --hid_dim 1800 --mid_dim 1200 --cla_num 50 --tr_cla_num 40 --selected_cla_num 10 --lr 5e-5 --epoch 30 --episode 50 --inner_loop 100 --batch_size 100 --dropout --manualSeed 4198