Deep Learning Project: Contrastive Self-Supervision

Installation

See gcloud_cmds.sh for installation commands.

Run run_all.sh or go through run.ipynb in Colab.

Name		Name	Last commit message	Last commit date
Latest commit History 234 Commits
data		data
models		models
plots		plots
utils		utils
README.md		README.md
dataset_statistics.py		dataset_statistics.py
downstream.py		downstream.py
eval_downstream.py		eval_downstream.py
gcloud_cmds.sh		gcloud_cmds.sh
pretrain_con_multiview.py		pretrain_con_multiview.py
pretrain_contrastive_predictive_coding.py		pretrain_contrastive_predictive_coding.py
pretrain_jigsaw_puzzle.py		pretrain_jigsaw_puzzle.py
pretrain_moco.py		pretrain_moco.py
pretrain_patch_prediction.py		pretrain_patch_prediction.py
pretrain_rotation.py		pretrain_rotation.py
requirements.txt		requirements.txt
run.ipynb		run.ipynb
run_all.sh		run_all.sh
test_imports.py		test_imports.py
training.py		training.py