{"id":"W4404222786","doi":"10.54254/2755-2721/93/20240986","title":"Research on image recognition and processing application technology of unmanned vehicle based on deep learning","year":2024,"lang":"en","type":"article","venue":"Applied and Computational Engineering","topic":"Advanced Algorithms and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Artificial intelligence; Computer science; Deep learning; Computer vision; Image processing; Image (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007393601,0.0005495769,0.0004621014,0.0009002991,0.0001844287,0.001145994,0.0008123728,0.0008663632,0.001731719],"category_scores_gemma":[0.001459812,0.0002788566,0.0005388059,0.001307865,0.0009253514,0.002486592,0.0006626896,0.001449434,0.0007950542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00111282,"about_ca_system_score_gemma":0.0008961427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00214521,"about_ca_topic_score_gemma":0.001234002,"domain_scores_codex":[0.9995044,0.00006791279,0.00002634635,0.0001358534,0.0002178781,0.00004757645],"domain_scores_gemma":[0.9992186,0.0002819717,0.00007651883,0.0001195386,0.0002745439,0.00002884327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006408876,0.0001194082,0.002709575,0.0009869235,0.00011569,0.0001027988,0.0001866761,0.05339957,0.03038473,0.2002837,0.005597841,0.706049],"study_design_scores_gemma":[0.00001655711,0.0003023547,0.006163777,0.0003625151,0.00009912124,0.0004601901,0.0001499895,0.6509483,0.06336333,0.1352755,0.1427654,0.00009301444],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03175998,0.05734878,0.8721548,0.003384235,0.0005707273,0.00009213106,0.0002083336,0.0006405173,0.03384046],"genre_scores_gemma":[0.5164677,0.07359981,0.3856508,0.001297145,0.0007442657,0.0001412342,0.0005668985,0.0001231057,0.02140909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00214521,"threshold_uncertainty_score":0.008074105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192680905373647,"score_gpt":0.2623430311204338,"score_spread":0.2504162220666973,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}