Link for the raw datasets:
- MAMI: https://competitions.codalab.org/competitions/34175#learn_the_details
- Hateful memes: https://ai.facebook.com/blog/hateful-memes-challenge-and-data-set/
Run following scripts from repo root directory to extract data into ./data/extracted for MAMI and ./data/extracted_hateful_meme for hateful meme dataset
sh scripts/extract_mami_data.sh <raw_data_path>sh scripts/extract_hateful_meme.sh <path/hateful_memes.zip>
- Meme classification using neural network
src/runner/classify_mami.py - Meme classification using xDNN
src/runner/classify_xdnn.py - Meme classification and similar feature extraction
src/runner/mami_knn_clip_runner.py
The experiments were ran through vscode launch config, please refer the same as the execution instructions.