model = "/media/david/SSD2/DFMN_Pomona/model_DFMN1-5_Pomona2_CPU_epoch-2-0.9459-2025-01-19.jld2"

train("DFMN1-5_Pomona2", 20, images, model)

train("DFMN1-5_Pomona3", 20, images, model)
DFMN1-5_Pomona3
===============
[ Info: Starting Epoch: 11
 91.459815 seconds (8.30 M allocations: 56.329 GiB, 13.32% gc time)
 14.947891 seconds (649.29 k allocations: 13.281 GiB, 24.74% gc time)
[ Info: Epoch: 11
┌ Info: train
└   accuracy = 0.9859
┌ Info: train
│   train_confusion_matrix =
│    5×5 Matrix{Int64}:
│     142    0   0     7     0
│       1  103   0     3     3
│       0    0  14     0     0
│       3    2   0  1365    25
└       1    3   4    22  3550
 14.937682 seconds (649.89 k allocations: 13.281 GiB, 24.76% gc time)
┌ Info: test
└   accuracy = 0.9781
┌ Info: test
│   test_confusion_matrix =
│    5×5 Matrix{Int64}:
│     134   1   0    14     3
│       3  90   0     5     8
│       0   0  12     0     1
│       5   2   0  1396    34
└       2   2   3    32  3501
[ Info: Saved a best_model
DFMN1-5_Pomona2
===============

model = "/media/david/SSD2/DFMN_Inge/model_DFMN1-5_CPU_epoch-9-0.9737-2024-10-25.jld2"

model = "/media/david/SSD2/Secondary_Models/DFMN_Inge/model_DFMN1-5_CPU_epoch-9-0.9737-2024-10-25.jld2"

model = "/media/david/SSD2/Secondary_Models/LSK/model_GSK_LSK_DFM_FT_IngeDFMN_1-5_1-0_CPU_epoch-9-0.9745-2025-01-13.jld2"
model = "/media/david/SSD2/Secondary_Models/DFMN_Pomona/model_DFMN1-5_Pomona3_CPU_epoch-18-0.9785-2025-03-02.jld2"

# folders =  Glob.glob('./*/2023-?????/')
# folders = Glob.glob('./*/*/2024-05-0?')
folders =  Glob.glob('./*/2024-10-18/')

# folders = glob('./*/2023-?????/')
# folders = glob('./*/*/2024-05-0?')
# folders = glob('./*/2024-10-18/')
folders =  glob('./*/2025-02-25/')

    field_recordings = Glob.glob('./*.[W,w][A,a][V,v]')

    field_recordings = glob('./*.[W,w][A,a][V,v]')

    scores.to_csv("scores-2024-10-21.csv")
    preds.to_csv("preds-2024-10-21.csv")

    scores.to_csv("scores-old_opensoundscape-2025-05-18.csv")
    preds.to_csv("preds-old_opensoundscape-2025-05-18.csv")