From 59eac943af19c1183140f4b9f11be3f1627025f5 Mon Sep 17 00:00:00 2001 From: "Dr. Richard Zinck" <63958211+rdz-oss@users.noreply.github.com> Date: Wed, 22 May 2024 21:08:16 +0200 Subject: [PATCH] Add custom classifier option --- analyze.py | 6 ++++ .../bats/v1.0/CUSTOM-BAT-256kHz.tflite | Bin 0 -> 128164 bytes .../bats/v1.0/CUSTOM-BAT-256kHz_Labels.txt | 31 ++++++++++++++++++ .../bats/v1.0/CUSTOM-BIRD-48kHz.tflite | Bin 0 -> 128164 bytes .../bats/v1.0/CUSTOM-BIRD-48kHz_Labels.txt | 31 ++++++++++++++++++ server.py | 14 +++++++- 6 files changed, 81 insertions(+), 1 deletion(-) create mode 100644 checkpoints/bats/v1.0/CUSTOM-BAT-256kHz.tflite create mode 100644 checkpoints/bats/v1.0/CUSTOM-BAT-256kHz_Labels.txt create mode 100644 checkpoints/bats/v1.0/CUSTOM-BIRD-48kHz.tflite create mode 100644 checkpoints/bats/v1.0/CUSTOM-BIRD-48kHz_Labels.txt diff --git a/analyze.py b/analyze.py index 45f2aebb..3b6eef26 100644 --- a/analyze.py +++ b/analyze.py @@ -299,9 +299,15 @@ def analyzeFile(item): # Sort by score p_sorted = sorted(p_labels, key=operator.itemgetter(1), reverse=True) p_sorted_ = list(p_sorted) + # human_cutoff = max(10, int(len(p_sorted) * priv_thresh / 100.0)) + # for i in range(min(10, len(p_sorted))): + # if p_sorted[i][0] == 'Human_Human': for i in range(len(p_sorted_)): p_sorted_[i] = list(p_sorted_[i]) p_sorted_[i][1] = str(p_sorted_[i][1]) + # check for privacy pot.here: if a human is present in top %, then + # set first entry to human_voclization. Filter that out with the + # excluded species list in the Pi system # for i in len(p_sorted): # p_sorted[i][1] = str(p_sorted[i][1]) # print(p_sorted[i][1]) diff --git a/checkpoints/bats/v1.0/CUSTOM-BAT-256kHz.tflite b/checkpoints/bats/v1.0/CUSTOM-BAT-256kHz.tflite new file mode 100644 index 0000000000000000000000000000000000000000..6c0eeba8728c0a7033da48a70b7fd13e1f7f0d61 GIT binary patch literal 128164 zcmZ6yc|28L^fzuE$`nGP%!Fh}inG@h(xh1$Xfh;eP^3v2%9J6QXNe?JLIciThbB!Z zL((8gq%>%r`cG#Z|Li~g z|MX__A}%K5M1_jeY*#?*;hJ_V7bHN_SP$)B+*wF%-qjU)%BC zGHG026iKvH#Ndg0JUQHK%3AE7%ynG*1Y7R$pnJ?3FK^DqB&%8AuIYpo39IqTo*B$% z>TUBlGn-M`9n8L8AVyB99RzGwAwGxgu`k{oW1J(%soPnMwb(hBG1C_V@}%LT&oI8z z5CEQe5jI&DV`+syu{@>Ct?#pBH+hB9kuoO;PM|39YzrzG8gt@qli;DkFzLU)AKPd- z_V-?7#<}N{{1KLL(gd%B8(?{XKG`+@5?ffSO!e1`;f9C@b&4?t7%lS_%X79xv-p z>J%vEUBsZuE*Q_-Mt2Z%I56QaiQRJ&_gEf+v=yo_b87~y{cep#Wv#>}{t~J!GDc_j za&*saXZ63FV$WPWhu3Ecb9rj>(fG3qfxS8?BPPYR94e)chq7?irk!9mkp*pGl_kl5t(4KCuctj{CkFLfX%7aLoN4otfan$xgY)YSuY|SI}vgyF7##?`fl+ 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zroPs?K=Wgfj;JD9uwVj*0le?3vi-WzfowKw4^#6RmZ(n_% z7t(sviT532U+X)*vDCC_xd!!n9sb$p;NtFN=d5Gz;Ih|2$IQ;%Y@hSrefF*Y_aMa7 z|DL=5cLrqpmeNaxmi~SH|84gjXW#Ljplwf}{{L)yp_AQSBYS(DwGMXn=5}sQc3Yht zR_*zFe*W%@wm6*j)OW@D&UN2Q_J8cB@7!qpr}h1P^Qiszx#>GjslWfk#QM(9UI(}R xPA=PR>>V8K_Bp%TIJxZE=Wa9Of1RJcb^5l`cU~0#UR!!Y3;Xsg*Y}pX{{oF}7>)n{ literal 0 HcmV?d00001 diff --git a/checkpoints/bats/v1.0/CUSTOM-BIRD-48kHz_Labels.txt b/checkpoints/bats/v1.0/CUSTOM-BIRD-48kHz_Labels.txt new file mode 100644 index 00000000..f5ddd314 --- /dev/null +++ b/checkpoints/bats/v1.0/CUSTOM-BIRD-48kHz_Labels.txt @@ -0,0 +1,31 @@ +Barbastella barbastellus_Western barbastelle +Eptesicus nilssonii_Northern bat +Eptesicus serotinus_Serotine bat +Hypsugo savii_Savis pipistrelle +Myotis bechsteinii_Bechsteins bat +Myotis dasycneme_Pond bat +Myotis daubentonii_Daubentons or Whiskered bat +Myotis emarginatus_Geoffroys bat +Myotis myotis_Greater mouse-eared bat +Myotis mystacinus_Whiskered or Daubentons bat +Myotis nattereri_Natterers bat +Nyctalus leisleri_Lesser noctule +Nyctalus noctula_Common noctule +Pipistrellus kuhlii_Kuhls or Nathusius pipistrelle +Pipistrellus nathusii_Nathusius or Kuhls pipistrelle +Pipistrellus pipistrellus_Common pipistrelle +Pipistrellus pygmaeus_Soprano pipistrelle +Plecotus auritus_Brown or Grey long eared bat +Rhinolophus ferrumequinum_Greater horseshoe bat +Rhinolophus hipposideros_Lesser horseshoe bat +Vespertilio murinus_Parti-coloured bat +audiomoth +background +bird +collected +electrical +insect +mechanical +other +pro +rain diff --git a/server.py b/server.py index c3719471..22c0a657 100644 --- a/server.py +++ b/server.py @@ -193,7 +193,7 @@ def handleRequest(): os.unlink(file_path_tmp.name) def set_analysis_location(): - if args.area not in ["Bavaria", "South-Wales", "UK", "USA","USA-EAST","USA-WEST","BIRDS"]: + if args.area not in ["Bavaria", "South-Wales", "UK", "USA","USA-EAST","USA-WEST","BIRDS","CUSTOM_BIRD","CUSTOM_BAT"]: exit(code="Unknown location option.") else: args.lat = -1 @@ -249,6 +249,18 @@ def set_analysis_location(): cfg.SIG_OVERLAP = cfg.SIG_LENGTH / 4.0 cfg.SIG_MINLEN = cfg.SIG_LENGTH / 3.0 + elif args.area == "CUSTOM_BIRD": + cfg.CUSTOM_CLASSIFIER = cfg.BAT_CLASSIFIER_LOCATION + "/CUSTOM-BIRD-48kHz.tflite" + cfg.LABELS_FILE = cfg.BAT_CLASSIFIER_LOCATION + "/CUSTOM-BIRD-48kHz_Labels.txt" + cfg.SAMPLE_RATE = 48000 + cfg.SIG_LENGTH = 3 + cfg.SIG_OVERLAP = cfg.SIG_LENGTH / 4.0 + cfg.SIG_MINLEN = cfg.SIG_LENGTH / 3.0 + + elif args.area == "CUSTOM_BAT": + cfg.CUSTOM_CLASSIFIER = cfg.BAT_CLASSIFIER_LOCATION + "/CUSTOM-BAT-256kHz.tflite" + cfg.LABELS_FILE = cfg.BAT_CLASSIFIER_LOCATION + "/CUSTOM-BAT-256kHz_Labels.txt" + cfg.LABELS = utils.readLines(cfg.LABELS_FILE) else: cfg.CUSTOM_CLASSIFIER = None