DeepLens

DeepLens is a temporally and spatially partitioned storage manager for video analytics.

Installation

sudo apt update
sudo apt install postgresql postgresql-contrib
pip3 install -r requirements

Make sure PostgreSQL server is running and we have an empty database header created.

python3 experiments/exp1_traffic_camera.py https://example.com/video.mp4

Name		Name	Last commit message	Last commit date
Latest commit History 462 Commits
.github/workflows		.github/workflows
deeplens		deeplens
distributed		distributed
experiments		experiments
tests		tests
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
cleandir.sh		cleandir.sh
example_iot.py		example_iot.py
graph_models.py		graph_models.py
install_test.py		install_test.py
output.txt		output.txt
requirements.txt		requirements.txt
test_YTtagger.py		test_YTtagger.py
test_YTtagger_3.py		test_YTtagger_3.py
test_batch_size.py		test_batch_size.py
test_bgfg_seg.py		test_bgfg_seg.py
test_cache_policy.py		test_cache_policy.py
test_cv2.py		test_cv2.py
test_detect.py		test_detect.py
test_full_parallel.py		test_full_parallel.py
test_full_parallel_cleanup.py		test_full_parallel_cleanup.py
test_full_putmany.py		test_full_putmany.py
test_full_putmany_cleanup.py		test_full_putmany_cleanup.py
test_full_seq.py		test_full_seq.py
test_full_seq_cleanup.py		test_full_seq_cleanup.py
test_get.py		test_get.py
test_hwang.py		test_hwang.py
test_iot.py		test_iot.py
test_join.py		test_join.py
test_media_matching.py		test_media_matching.py
test_miris.py		test_miris.py
test_miris_join.py		test_miris_join.py
test_miris_tracking.py		test_miris_tracking.py
test_npz.py		test_npz.py
test_pytesseract.py		test_pytesseract.py
test_reduce.py		test_reduce.py
test_sim.py		test_sim.py
test_simple.py		test_simple.py
test_simple_cleanup.py		test_simple_cleanup.py
test_sweep_through_YTtagger.py		test_sweep_through_YTtagger.py
test_tcam.py		test_tcam.py
tests_tiered.py		tests_tiered.py