GitHub - ShubhSarin/DS203-Project: Temporal feature extraction and gradient boosted classification on real-world vehicle video footage.

Name		Name	Last commit message	Last commit date
.gitignore		.gitignore
E5.ipynb		E5.ipynb
E5.py		E5.py
E5_feature_engineering.ipynb		E5_feature_engineering.ipynb
best_model_Gradient_Boosting.pkl		best_model_Gradient_Boosting.pkl
best_model_SVC_RBF.pkl		best_model_SVC_RBF.pkl
features.csv		features.csv
features_all.csv		features_all.csv
features_edge_quarter_and_halt_sections.csv		features_edge_quarter_and_halt_sections.csv
features_lk_turn_and_halt_sections.csv		features_lk_turn_and_halt_sections.csv
features_sobel_turn_and_halt_sections.csv		features_sobel_turn_and_halt_sections.csv
labels.csv		labels.csv
metrics_test.csv		metrics_test.csv
metrics_train.csv		metrics_train.csv
model_comparison.ipynb		model_comparison.ipynb
sample_edge_motion_features_video_0000_wider_regions.csv		sample_edge_motion_features_video_0000_wider_regions.csv
sample_features_video_0000_edge_quarter_and_halt_sections.csv		sample_features_video_0000_edge_quarter_and_halt_sections.csv
sample_features_video_0001_edge_quarter_and_halt_sections.csv		sample_features_video_0001_edge_quarter_and_halt_sections.csv
sample_features_video_0001_lk_turn_and_halt_sections.csv		sample_features_video_0001_lk_turn_and_halt_sections.csv
sample_features_video_0001_sobel_turn_and_halt_sections.csv		sample_features_video_0001_sobel_turn_and_halt_sections.csv
scaler.pkl		scaler.pkl

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Temporal feature extraction and gradient boosted classification on real-world vehicle video footage.

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