analyzeNN

A platform to analyze and improve CNNs for self-driving.

Main components:

Image generator: Renders synthetic pictures used to fool and retrain the CNN
Sampler: Samples configuratrions from the synthehtic picture space
Analyzer: Keeps track of statistics (e.g., generated images, misclassifing features, evaluation metrics, etc.)

Name		Name	Last commit message	Last commit date
Latest commit History 76 Commits
pics		pics
squeezeDet		squeezeDet
README.md		README.md
TODO.md		TODO.md
accuracy.py		accuracy.py
analyzer.ipynb		analyzer.ipynb
analyzer_cp.ipynb		analyzer_cp.ipynb
analyzer_cross_entropy.ipynb		analyzer_cross_entropy.ipynb
analyzer_halton.ipynb		analyzer_halton.ipynb
components.py		components.py
components.pyc		components.pyc
config_db.py		config_db.py
config_editor.ipynb		config_editor.ipynb
error_table.py		error_table.py
error_table.pyc		error_table.pyc
evaluation_utils.py		evaluation_utils.py
gen_pic_utils.py		gen_pic_utils.py
gen_pic_utils.pyc		gen_pic_utils.pyc
gen_utils.py		gen_utils.py
gen_utils.pyc		gen_utils.pyc
im_obj.py		im_obj.py
im_obj.pyc		im_obj.pyc
image_generation_utils.py		image_generation_utils.py
image_generation_utils.pyc		image_generation_utils.pyc
image_mod_gen_utils.py		image_mod_gen_utils.py
image_mod_gen_utils.pyc		image_mod_gen_utils.pyc
kd_tree.py		kd_tree.py
kd_tree.pyc		kd_tree.pyc
lib_obj.py		lib_obj.py
lib_obj.pyc		lib_obj.pyc
library.py		library.py
library.pyc		library.pyc
monitor.ipynb		monitor.ipynb
parse_evals.py		parse_evals.py
polygons		polygons
sampling_utils.ipynb		sampling_utils.ipynb
sampling_utils.py		sampling_utils.py
sampling_utils.pyc		sampling_utils.pyc
scene_configs_py2		scene_configs_py2
squeezedet.py		squeezedet.py
squeezedet.pyc		squeezedet.pyc
update_library.py		update_library.py
update_library.pyc		update_library.pyc
utils.pyc		utils.pyc

dreossi/analyzeNN