From 310edf444908b09ea6d00c03baceb7925f3bb7a2 Mon Sep 17 00:00:00 2001 From: Daniel Baumann Date: Thu, 21 Mar 2024 18:19:04 +0100 Subject: Merging upstream version 1.45.0. Signed-off-by: Daniel Baumann --- ml/dlib/docs/docs/ml_guide.svg | 4345 ---------------------------------------- 1 file changed, 4345 deletions(-) delete mode 100644 ml/dlib/docs/docs/ml_guide.svg (limited to 'ml/dlib/docs/docs/ml_guide.svg') diff --git a/ml/dlib/docs/docs/ml_guide.svg b/ml/dlib/docs/docs/ml_guide.svg deleted file mode 100644 index d971f5e89..000000000 --- a/ml/dlib/docs/docs/ml_guide.svg +++ /dev/null @@ -1,4345 +0,0 @@ - - - - - - image/svg+xml - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - NO - - - - - - - - - - - - - - Do you want to detect - objects in images? - - - - - - - Predicting the labels - of nodes in a graph? - - - - - - - Binary labels on - nodes in a graph? - - - - - - - A chain structured graph? - (e.g. words in a sentence) - - - - - - - Are you trying to make - a BIO or BILOU tagger? - - - - - - - - - - - - Trying to solve an - assignment problem? - - - - YES - - - NO - - - NO - - - YES - - - NO - - - NO - - - YES - - - NO - - - YES - - - YES - - - YES - - - NO - - - - - - - - - - - - - - - - - - - - - - - - - - - - Structured Prediction - - - Markov Random Fields - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - YES - - - NO - - - - - - - - - - - Want to make - a tracker? - - - - - - - - structural_track_association_trainer - - - - - - - - - - YES - - - - - - - - NO - - - - - - - svm_rank_trainer - - - - - - - - - structural_object_detection_trainer - - - - - - - - - structural_sequence_segmentation_trainer - - - - - - - - - structural_sequence_labeling_trainer - - - - - - - - - structural_graph_labeling_trainer - - - - - - - - - structural_assignment_trainer - - - - - - - - - structural_svm_problem - (Used to build your own - structured precition tool!) - - - - - - - - - - - - - - - - - - - - - Predicting a - true or false label? - - - - - - - Predicting a - categorial label? - - - - - - - Predicting a - continuous quantity? - - - - - - - Do you have - labeled data? - - - - - - - Are you trying - to rank order - something? - - - - - - - Do you want - to transform - your data? - - - - YES - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Do you know how - many categories? - - - - TOO - SLOW - - - YES - - - NO - - - Clustering - - - - - - - - - - - - - - - - - - - - - - - - - - < 5K - Samples - - - - - - - - - - - - - - - - - - - YES - - - - - - - - - - - - - - - - - - - - - NO - - - - - - Do you have - a graph of "similar" - samples? - - - - - - - - - - - - - - - - - YES - - - NO - - - YES - - - NO - - - YES - - - NO - - - Data Transformations - - - - - - - - - - - - - - - Number of - features - < 100 - - - - NO - - - YES - - - - - - < 20K - Samples - - - - NOT - WORKING - - - YES - - - NO - - - NO - - - - - - - - - Do you have - labeled data? - - - - - - - Are you trying - to label things - as anomalous - vs. normal? - - - - - - - < 20K - Samples - - - - YES - - - - - - Go get - labels! - - - - NO - - - YES - - - NO - - - - - - Number of - features - < 100 - - - - NO - - - YES - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - YES - - - Classification - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - NOT - WORKING - - - - - - < 20K - Samples - - - - YES - - - NO - - - - - - Is this a time-series - or online prediction - problem? - - - - NO - - - - - - - - - - - - - - - - - - - - - - - - - - - - YES - - - Regression - - - - - - - - NO - - - YES - - - YES - - - NO - - - NO - - - YES - - - NO - - - YES - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - svm_c_trainer - with radial_basis_kernel or - histogram_intersection_kernel - - - - - - - - - svm_c_linear_trainer - - - - - - - - - svm_one_class_trainer - with radial_basis_kernel - - - - - - - - - svm_c_linear_dcd_trainer - (see one_class_classifiers_ex.cpp - example program) - - - - - - - - - svm_multiclass_linear_trainer - - - - - - - - - one_vs_one_trainer - with krr_trainer using - radial_basis_kernel - - - - - - - - - krr_trainer with - radial_basis_kernel - - - - - - - - - newman_cluster or - chinese_whispers - - - - - - - - - spectral_cluster or - find_clusters_using_kmeans - - - - - - - - - vector_normalizer_frobmetric - - - - - - - - - linear_manifold_regularizer - - - - - - - - - krr_trainer with - radial_basis_kernel - - - - - - - - - svr_trainer with - radial_basis_kernel or - histogram_intersection_kernel - - - - - - - - - svr_linear_trainer - - - - - - - - - sammon_projection - - - - - - - - - discriminant_pca - - - - - - - - - krls or rls - - - - - - - - - cca - - - - - - - - - - - - - - - - - - - - - - - - Learning a - distance metric? - - - - - - - - Do you have - two views of - your data? - - - -- cgit v1.2.3