Upload folder using huggingface_hub
Browse filesThis view is limited to 50 files because it contains too many changes.
See raw diff
- runs/classify/train/args.yaml +106 -0
- runs/classify/train/confusion_matrix.png +3 -0
- runs/classify/train/confusion_matrix_normalized.png +3 -0
- runs/classify/train/results.csv +11 -0
- runs/classify/train/results.png +3 -0
- runs/classify/train/train_batch0.jpg +3 -0
- runs/classify/train/train_batch1.jpg +3 -0
- runs/classify/train/train_batch2.jpg +3 -0
- runs/classify/train/val_batch0_labels.jpg +3 -0
- runs/classify/train/val_batch0_pred.jpg +3 -0
- runs/classify/train/val_batch1_labels.jpg +3 -0
- runs/classify/train/val_batch1_pred.jpg +3 -0
- runs/classify/train/val_batch2_labels.jpg +3 -0
- runs/classify/train/val_batch2_pred.jpg +3 -0
- runs/classify/train/weights/best.pt +3 -0
- runs/classify/train/weights/last.pt +3 -0
- runs/classify/train2/confusion_matrix.png +3 -0
- runs/classify/train2/confusion_matrix_normalized.png +3 -0
- runs/classify/train2/val_batch0_labels.jpg +3 -0
- runs/classify/train2/val_batch0_pred.jpg +3 -0
- runs/classify/train2/val_batch1_labels.jpg +3 -0
- runs/classify/train2/val_batch1_pred.jpg +3 -0
- runs/classify/train2/val_batch2_labels.jpg +3 -0
- runs/classify/train2/val_batch2_pred.jpg +3 -0
- runs/classify/train3/args.yaml +106 -0
- runs/classify/train4/args.yaml +106 -0
- runs/classify/train5/args.yaml +106 -0
- runs/classify/train5/confusion_matrix.png +3 -0
- runs/classify/train5/confusion_matrix_normalized.png +3 -0
- runs/classify/train5/results.csv +101 -0
- runs/classify/train5/results.png +3 -0
- runs/classify/train5/train_batch0.jpg +3 -0
- runs/classify/train5/train_batch1.jpg +3 -0
- runs/classify/train5/train_batch13590.jpg +3 -0
- runs/classify/train5/train_batch13591.jpg +3 -0
- runs/classify/train5/train_batch13592.jpg +3 -0
- runs/classify/train5/train_batch2.jpg +3 -0
- runs/classify/train5/val_batch0_labels.jpg +3 -0
- runs/classify/train5/val_batch0_pred.jpg +3 -0
- runs/classify/train5/val_batch1_labels.jpg +3 -0
- runs/classify/train5/val_batch1_pred.jpg +3 -0
- runs/classify/train5/val_batch2_labels.jpg +3 -0
- runs/classify/train5/val_batch2_pred.jpg +3 -0
- runs/classify/train5/weights/best.pt +3 -0
- runs/classify/train5/weights/last.pt +3 -0
- runs/classify/val/confusion_matrix.png +3 -0
- runs/classify/val/confusion_matrix_normalized.png +3 -0
- runs/classify/val/val_batch0_labels.jpg +3 -0
- runs/classify/val/val_batch0_pred.jpg +3 -0
- runs/classify/val/val_batch1_labels.jpg +3 -0
runs/classify/train/args.yaml
ADDED
|
@@ -0,0 +1,106 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
task: classify
|
| 2 |
+
mode: train
|
| 3 |
+
model: /kaggle/working/yolo11n-cls.pt
|
| 4 |
+
data: nigfoodai-yolo
|
| 5 |
+
epochs: 10
|
| 6 |
+
time: null
|
| 7 |
+
patience: 100
|
| 8 |
+
batch: 16
|
| 9 |
+
imgsz: 224
|
| 10 |
+
save: true
|
| 11 |
+
save_period: -1
|
| 12 |
+
cache: false
|
| 13 |
+
device: null
|
| 14 |
+
workers: 8
|
| 15 |
+
project: null
|
| 16 |
+
name: train
|
| 17 |
+
exist_ok: false
|
| 18 |
+
pretrained: true
|
| 19 |
+
optimizer: auto
|
| 20 |
+
verbose: true
|
| 21 |
+
seed: 0
|
| 22 |
+
deterministic: true
|
| 23 |
+
single_cls: false
|
| 24 |
+
rect: false
|
| 25 |
+
cos_lr: false
|
| 26 |
+
close_mosaic: 10
|
| 27 |
+
resume: false
|
| 28 |
+
amp: true
|
| 29 |
+
fraction: 1.0
|
| 30 |
+
profile: false
|
| 31 |
+
freeze: null
|
| 32 |
+
multi_scale: false
|
| 33 |
+
compile: false
|
| 34 |
+
overlap_mask: true
|
| 35 |
+
mask_ratio: 4
|
| 36 |
+
dropout: 0.0
|
| 37 |
+
val: true
|
| 38 |
+
split: val
|
| 39 |
+
save_json: false
|
| 40 |
+
conf: null
|
| 41 |
+
iou: 0.7
|
| 42 |
+
max_det: 300
|
| 43 |
+
half: false
|
| 44 |
+
dnn: false
|
| 45 |
+
plots: true
|
| 46 |
+
source: null
|
| 47 |
+
vid_stride: 1
|
| 48 |
+
stream_buffer: false
|
| 49 |
+
visualize: false
|
| 50 |
+
augment: false
|
| 51 |
+
agnostic_nms: false
|
| 52 |
+
classes: null
|
| 53 |
+
retina_masks: false
|
| 54 |
+
embed: null
|
| 55 |
+
show: false
|
| 56 |
+
save_frames: false
|
| 57 |
+
save_txt: false
|
| 58 |
+
save_conf: false
|
| 59 |
+
save_crop: false
|
| 60 |
+
show_labels: true
|
| 61 |
+
show_conf: true
|
| 62 |
+
show_boxes: true
|
| 63 |
+
line_width: null
|
| 64 |
+
format: torchscript
|
| 65 |
+
keras: false
|
| 66 |
+
optimize: false
|
| 67 |
+
int8: false
|
| 68 |
+
dynamic: false
|
| 69 |
+
simplify: true
|
| 70 |
+
opset: null
|
| 71 |
+
workspace: null
|
| 72 |
+
nms: false
|
| 73 |
+
lr0: 0.01
|
| 74 |
+
lrf: 0.01
|
| 75 |
+
momentum: 0.937
|
| 76 |
+
weight_decay: 0.0005
|
| 77 |
+
warmup_epochs: 3.0
|
| 78 |
+
warmup_momentum: 0.8
|
| 79 |
+
warmup_bias_lr: 0.1
|
| 80 |
+
box: 7.5
|
| 81 |
+
cls: 0.5
|
| 82 |
+
dfl: 1.5
|
| 83 |
+
pose: 12.0
|
| 84 |
+
kobj: 1.0
|
| 85 |
+
nbs: 64
|
| 86 |
+
hsv_h: 0.015
|
| 87 |
+
hsv_s: 0.7
|
| 88 |
+
hsv_v: 0.4
|
| 89 |
+
degrees: 0.0
|
| 90 |
+
translate: 0.1
|
| 91 |
+
scale: 0.5
|
| 92 |
+
shear: 0.0
|
| 93 |
+
perspective: 0.0
|
| 94 |
+
flipud: 0.0
|
| 95 |
+
fliplr: 0.5
|
| 96 |
+
bgr: 0.0
|
| 97 |
+
mosaic: 1.0
|
| 98 |
+
mixup: 0.0
|
| 99 |
+
cutmix: 0.0
|
| 100 |
+
copy_paste: 0.0
|
| 101 |
+
copy_paste_mode: flip
|
| 102 |
+
auto_augment: randaugment
|
| 103 |
+
erasing: 0.4
|
| 104 |
+
cfg: null
|
| 105 |
+
tracker: botsort.yaml
|
| 106 |
+
save_dir: /kaggle/working/runs/classify/train
|
runs/classify/train/confusion_matrix.png
ADDED
|
Git LFS Details
|
runs/classify/train/confusion_matrix_normalized.png
ADDED
|
Git LFS Details
|
runs/classify/train/results.csv
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,time,train/loss,metrics/accuracy_top1,metrics/accuracy_top5,val/loss,lr/pg0,lr/pg1,lr/pg2
|
| 2 |
+
1,40.5431,2.0285,0.65643,0.94152,1.08496,0.000184106,0.000184106,0.000184106
|
| 3 |
+
2,74.916,1.04599,0.74415,0.97807,0.77501,0.000332865,0.000332865,0.000332865
|
| 4 |
+
3,110.062,0.79295,0.80848,0.98977,0.58846,0.000444928,0.000444928,0.000444928
|
| 5 |
+
4,144.046,0.6519,0.79532,0.98538,0.63775,0.000390868,0.000390868,0.000390868
|
| 6 |
+
5,178.445,0.57176,0.83333,0.98246,0.54362,0.000335824,0.000335824,0.000335824
|
| 7 |
+
6,213.861,0.48853,0.84942,0.98684,0.49477,0.00028078,0.00028078,0.00028078
|
| 8 |
+
7,248.143,0.43763,0.86696,0.98392,0.46175,0.000225736,0.000225736,0.000225736
|
| 9 |
+
8,283.006,0.36804,0.85819,0.98246,0.45772,0.000170692,0.000170692,0.000170692
|
| 10 |
+
9,318.769,0.29761,0.8655,0.98977,0.4679,0.000115648,0.000115648,0.000115648
|
| 11 |
+
10,353.132,0.27859,0.85673,0.9883,0.47899,6.0604e-05,6.0604e-05,6.0604e-05
|
runs/classify/train/results.png
ADDED
|
Git LFS Details
|
runs/classify/train/train_batch0.jpg
ADDED
|
Git LFS Details
|
runs/classify/train/train_batch1.jpg
ADDED
|
Git LFS Details
|
runs/classify/train/train_batch2.jpg
ADDED
|
Git LFS Details
|
runs/classify/train/val_batch0_labels.jpg
ADDED
|
Git LFS Details
|
runs/classify/train/val_batch0_pred.jpg
ADDED
|
Git LFS Details
|
runs/classify/train/val_batch1_labels.jpg
ADDED
|
Git LFS Details
|
runs/classify/train/val_batch1_pred.jpg
ADDED
|
Git LFS Details
|
runs/classify/train/val_batch2_labels.jpg
ADDED
|
Git LFS Details
|
runs/classify/train/val_batch2_pred.jpg
ADDED
|
Git LFS Details
|
runs/classify/train/weights/best.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e58db3a166d297b35376ba212c9aa0c353c90fde87f2e2a27dfa2ecc12305df1
|
| 3 |
+
size 3215611
|
runs/classify/train/weights/last.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:74d39538ed27a5f70e429282018752670a3701cf0de18b48f79dba709f6e660b
|
| 3 |
+
size 3215675
|
runs/classify/train2/confusion_matrix.png
ADDED
|
Git LFS Details
|
runs/classify/train2/confusion_matrix_normalized.png
ADDED
|
Git LFS Details
|
runs/classify/train2/val_batch0_labels.jpg
ADDED
|
Git LFS Details
|
runs/classify/train2/val_batch0_pred.jpg
ADDED
|
Git LFS Details
|
runs/classify/train2/val_batch1_labels.jpg
ADDED
|
Git LFS Details
|
runs/classify/train2/val_batch1_pred.jpg
ADDED
|
Git LFS Details
|
runs/classify/train2/val_batch2_labels.jpg
ADDED
|
Git LFS Details
|
runs/classify/train2/val_batch2_pred.jpg
ADDED
|
Git LFS Details
|
runs/classify/train3/args.yaml
ADDED
|
@@ -0,0 +1,106 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
task: classify
|
| 2 |
+
mode: train
|
| 3 |
+
model: runs/classify/train/weights/last.pt
|
| 4 |
+
data: nigfoodai-yolo
|
| 5 |
+
epochs: 10
|
| 6 |
+
time: null
|
| 7 |
+
patience: 100
|
| 8 |
+
batch: 16
|
| 9 |
+
imgsz: 224
|
| 10 |
+
save: true
|
| 11 |
+
save_period: -1
|
| 12 |
+
cache: false
|
| 13 |
+
device: null
|
| 14 |
+
workers: 8
|
| 15 |
+
project: null
|
| 16 |
+
name: train3
|
| 17 |
+
exist_ok: false
|
| 18 |
+
pretrained: true
|
| 19 |
+
optimizer: auto
|
| 20 |
+
verbose: true
|
| 21 |
+
seed: 0
|
| 22 |
+
deterministic: true
|
| 23 |
+
single_cls: false
|
| 24 |
+
rect: false
|
| 25 |
+
cos_lr: false
|
| 26 |
+
close_mosaic: 10
|
| 27 |
+
resume: runs/classify/train/weights/last.pt
|
| 28 |
+
amp: true
|
| 29 |
+
fraction: 1.0
|
| 30 |
+
profile: false
|
| 31 |
+
freeze: null
|
| 32 |
+
multi_scale: false
|
| 33 |
+
compile: false
|
| 34 |
+
overlap_mask: true
|
| 35 |
+
mask_ratio: 4
|
| 36 |
+
dropout: 0.0
|
| 37 |
+
val: true
|
| 38 |
+
split: val
|
| 39 |
+
save_json: false
|
| 40 |
+
conf: null
|
| 41 |
+
iou: 0.7
|
| 42 |
+
max_det: 300
|
| 43 |
+
half: false
|
| 44 |
+
dnn: false
|
| 45 |
+
plots: true
|
| 46 |
+
source: null
|
| 47 |
+
vid_stride: 1
|
| 48 |
+
stream_buffer: false
|
| 49 |
+
visualize: false
|
| 50 |
+
augment: false
|
| 51 |
+
agnostic_nms: false
|
| 52 |
+
classes: null
|
| 53 |
+
retina_masks: false
|
| 54 |
+
embed: null
|
| 55 |
+
show: false
|
| 56 |
+
save_frames: false
|
| 57 |
+
save_txt: false
|
| 58 |
+
save_conf: false
|
| 59 |
+
save_crop: false
|
| 60 |
+
show_labels: true
|
| 61 |
+
show_conf: true
|
| 62 |
+
show_boxes: true
|
| 63 |
+
line_width: null
|
| 64 |
+
format: torchscript
|
| 65 |
+
keras: false
|
| 66 |
+
optimize: false
|
| 67 |
+
int8: false
|
| 68 |
+
dynamic: false
|
| 69 |
+
simplify: true
|
| 70 |
+
opset: null
|
| 71 |
+
workspace: null
|
| 72 |
+
nms: false
|
| 73 |
+
lr0: 0.01
|
| 74 |
+
lrf: 0.01
|
| 75 |
+
momentum: 0.937
|
| 76 |
+
weight_decay: 0.0005
|
| 77 |
+
warmup_epochs: 3.0
|
| 78 |
+
warmup_momentum: 0.8
|
| 79 |
+
warmup_bias_lr: 0.0
|
| 80 |
+
box: 7.5
|
| 81 |
+
cls: 0.5
|
| 82 |
+
dfl: 1.5
|
| 83 |
+
pose: 12.0
|
| 84 |
+
kobj: 1.0
|
| 85 |
+
nbs: 64
|
| 86 |
+
hsv_h: 0.015
|
| 87 |
+
hsv_s: 0.7
|
| 88 |
+
hsv_v: 0.4
|
| 89 |
+
degrees: 0.0
|
| 90 |
+
translate: 0.1
|
| 91 |
+
scale: 0.5
|
| 92 |
+
shear: 0.0
|
| 93 |
+
perspective: 0.0
|
| 94 |
+
flipud: 0.0
|
| 95 |
+
fliplr: 0.5
|
| 96 |
+
bgr: 0.0
|
| 97 |
+
mosaic: 1.0
|
| 98 |
+
mixup: 0.0
|
| 99 |
+
cutmix: 0.0
|
| 100 |
+
copy_paste: 0.0
|
| 101 |
+
copy_paste_mode: flip
|
| 102 |
+
auto_augment: randaugment
|
| 103 |
+
erasing: 0.4
|
| 104 |
+
cfg: null
|
| 105 |
+
tracker: botsort.yaml
|
| 106 |
+
save_dir: /content/runs/classify/train3
|
runs/classify/train4/args.yaml
ADDED
|
@@ -0,0 +1,106 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
task: classify
|
| 2 |
+
mode: train
|
| 3 |
+
model: runs/classify/train/weights/last.pt
|
| 4 |
+
data: nigfoodai-yolo
|
| 5 |
+
epochs: 10
|
| 6 |
+
time: null
|
| 7 |
+
patience: 100
|
| 8 |
+
batch: 16
|
| 9 |
+
imgsz: 224
|
| 10 |
+
save: true
|
| 11 |
+
save_period: -1
|
| 12 |
+
cache: false
|
| 13 |
+
device: null
|
| 14 |
+
workers: 8
|
| 15 |
+
project: null
|
| 16 |
+
name: train4
|
| 17 |
+
exist_ok: false
|
| 18 |
+
pretrained: true
|
| 19 |
+
optimizer: auto
|
| 20 |
+
verbose: true
|
| 21 |
+
seed: 0
|
| 22 |
+
deterministic: true
|
| 23 |
+
single_cls: false
|
| 24 |
+
rect: false
|
| 25 |
+
cos_lr: false
|
| 26 |
+
close_mosaic: 10
|
| 27 |
+
resume: runs/classify/train/weights/last.pt
|
| 28 |
+
amp: true
|
| 29 |
+
fraction: 1.0
|
| 30 |
+
profile: false
|
| 31 |
+
freeze: null
|
| 32 |
+
multi_scale: false
|
| 33 |
+
compile: false
|
| 34 |
+
overlap_mask: true
|
| 35 |
+
mask_ratio: 4
|
| 36 |
+
dropout: 0.0
|
| 37 |
+
val: true
|
| 38 |
+
split: val
|
| 39 |
+
save_json: false
|
| 40 |
+
conf: null
|
| 41 |
+
iou: 0.7
|
| 42 |
+
max_det: 300
|
| 43 |
+
half: false
|
| 44 |
+
dnn: false
|
| 45 |
+
plots: true
|
| 46 |
+
source: null
|
| 47 |
+
vid_stride: 1
|
| 48 |
+
stream_buffer: false
|
| 49 |
+
visualize: false
|
| 50 |
+
augment: false
|
| 51 |
+
agnostic_nms: false
|
| 52 |
+
classes: null
|
| 53 |
+
retina_masks: false
|
| 54 |
+
embed: null
|
| 55 |
+
show: false
|
| 56 |
+
save_frames: false
|
| 57 |
+
save_txt: false
|
| 58 |
+
save_conf: false
|
| 59 |
+
save_crop: false
|
| 60 |
+
show_labels: true
|
| 61 |
+
show_conf: true
|
| 62 |
+
show_boxes: true
|
| 63 |
+
line_width: null
|
| 64 |
+
format: torchscript
|
| 65 |
+
keras: false
|
| 66 |
+
optimize: false
|
| 67 |
+
int8: false
|
| 68 |
+
dynamic: false
|
| 69 |
+
simplify: true
|
| 70 |
+
opset: null
|
| 71 |
+
workspace: null
|
| 72 |
+
nms: false
|
| 73 |
+
lr0: 0.01
|
| 74 |
+
lrf: 0.01
|
| 75 |
+
momentum: 0.937
|
| 76 |
+
weight_decay: 0.0005
|
| 77 |
+
warmup_epochs: 3.0
|
| 78 |
+
warmup_momentum: 0.8
|
| 79 |
+
warmup_bias_lr: 0.0
|
| 80 |
+
box: 7.5
|
| 81 |
+
cls: 0.5
|
| 82 |
+
dfl: 1.5
|
| 83 |
+
pose: 12.0
|
| 84 |
+
kobj: 1.0
|
| 85 |
+
nbs: 64
|
| 86 |
+
hsv_h: 0.015
|
| 87 |
+
hsv_s: 0.7
|
| 88 |
+
hsv_v: 0.4
|
| 89 |
+
degrees: 0.0
|
| 90 |
+
translate: 0.1
|
| 91 |
+
scale: 0.5
|
| 92 |
+
shear: 0.0
|
| 93 |
+
perspective: 0.0
|
| 94 |
+
flipud: 0.0
|
| 95 |
+
fliplr: 0.5
|
| 96 |
+
bgr: 0.0
|
| 97 |
+
mosaic: 1.0
|
| 98 |
+
mixup: 0.0
|
| 99 |
+
cutmix: 0.0
|
| 100 |
+
copy_paste: 0.0
|
| 101 |
+
copy_paste_mode: flip
|
| 102 |
+
auto_augment: randaugment
|
| 103 |
+
erasing: 0.4
|
| 104 |
+
cfg: null
|
| 105 |
+
tracker: botsort.yaml
|
| 106 |
+
save_dir: /content/runs/classify/train4
|
runs/classify/train5/args.yaml
ADDED
|
@@ -0,0 +1,106 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
task: classify
|
| 2 |
+
mode: train
|
| 3 |
+
model: ./runs/classify/train/weights/last.pt
|
| 4 |
+
data: nigfoodai-yolo
|
| 5 |
+
epochs: 100
|
| 6 |
+
time: null
|
| 7 |
+
patience: 100
|
| 8 |
+
batch: 16
|
| 9 |
+
imgsz: 224
|
| 10 |
+
save: true
|
| 11 |
+
save_period: -1
|
| 12 |
+
cache: false
|
| 13 |
+
device: null
|
| 14 |
+
workers: 8
|
| 15 |
+
project: null
|
| 16 |
+
name: train5
|
| 17 |
+
exist_ok: false
|
| 18 |
+
pretrained: true
|
| 19 |
+
optimizer: auto
|
| 20 |
+
verbose: true
|
| 21 |
+
seed: 0
|
| 22 |
+
deterministic: true
|
| 23 |
+
single_cls: false
|
| 24 |
+
rect: false
|
| 25 |
+
cos_lr: false
|
| 26 |
+
close_mosaic: 10
|
| 27 |
+
resume: false
|
| 28 |
+
amp: true
|
| 29 |
+
fraction: 1.0
|
| 30 |
+
profile: false
|
| 31 |
+
freeze: null
|
| 32 |
+
multi_scale: false
|
| 33 |
+
compile: false
|
| 34 |
+
overlap_mask: true
|
| 35 |
+
mask_ratio: 4
|
| 36 |
+
dropout: 0.0
|
| 37 |
+
val: true
|
| 38 |
+
split: val
|
| 39 |
+
save_json: false
|
| 40 |
+
conf: null
|
| 41 |
+
iou: 0.7
|
| 42 |
+
max_det: 300
|
| 43 |
+
half: false
|
| 44 |
+
dnn: false
|
| 45 |
+
plots: true
|
| 46 |
+
source: null
|
| 47 |
+
vid_stride: 1
|
| 48 |
+
stream_buffer: false
|
| 49 |
+
visualize: false
|
| 50 |
+
augment: false
|
| 51 |
+
agnostic_nms: false
|
| 52 |
+
classes: null
|
| 53 |
+
retina_masks: false
|
| 54 |
+
embed: null
|
| 55 |
+
show: false
|
| 56 |
+
save_frames: false
|
| 57 |
+
save_txt: false
|
| 58 |
+
save_conf: false
|
| 59 |
+
save_crop: false
|
| 60 |
+
show_labels: true
|
| 61 |
+
show_conf: true
|
| 62 |
+
show_boxes: true
|
| 63 |
+
line_width: null
|
| 64 |
+
format: torchscript
|
| 65 |
+
keras: false
|
| 66 |
+
optimize: false
|
| 67 |
+
int8: false
|
| 68 |
+
dynamic: false
|
| 69 |
+
simplify: true
|
| 70 |
+
opset: null
|
| 71 |
+
workspace: null
|
| 72 |
+
nms: false
|
| 73 |
+
lr0: 0.01
|
| 74 |
+
lrf: 0.01
|
| 75 |
+
momentum: 0.937
|
| 76 |
+
weight_decay: 0.0005
|
| 77 |
+
warmup_epochs: 3.0
|
| 78 |
+
warmup_momentum: 0.8
|
| 79 |
+
warmup_bias_lr: 0.1
|
| 80 |
+
box: 7.5
|
| 81 |
+
cls: 0.5
|
| 82 |
+
dfl: 1.5
|
| 83 |
+
pose: 12.0
|
| 84 |
+
kobj: 1.0
|
| 85 |
+
nbs: 64
|
| 86 |
+
hsv_h: 0.015
|
| 87 |
+
hsv_s: 0.7
|
| 88 |
+
hsv_v: 0.4
|
| 89 |
+
degrees: 0.0
|
| 90 |
+
translate: 0.1
|
| 91 |
+
scale: 0.5
|
| 92 |
+
shear: 0.0
|
| 93 |
+
perspective: 0.0
|
| 94 |
+
flipud: 0.0
|
| 95 |
+
fliplr: 0.5
|
| 96 |
+
bgr: 0.0
|
| 97 |
+
mosaic: 1.0
|
| 98 |
+
mixup: 0.0
|
| 99 |
+
cutmix: 0.0
|
| 100 |
+
copy_paste: 0.0
|
| 101 |
+
copy_paste_mode: flip
|
| 102 |
+
auto_augment: randaugment
|
| 103 |
+
erasing: 0.4
|
| 104 |
+
cfg: null
|
| 105 |
+
tracker: botsort.yaml
|
| 106 |
+
save_dir: /content/runs/classify/train5
|
runs/classify/train5/confusion_matrix.png
ADDED
|
Git LFS Details
|
runs/classify/train5/confusion_matrix_normalized.png
ADDED
|
Git LFS Details
|
runs/classify/train5/results.csv
ADDED
|
@@ -0,0 +1,101 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,time,train/loss,metrics/accuracy_top1,metrics/accuracy_top5,val/loss,lr/pg0,lr/pg1,lr/pg2
|
| 2 |
+
1,80.4611,0.4221,0.95175,1,0.17416,0.000184106,0.000184106,0.000184106
|
| 3 |
+
2,159.226,0.41404,0.93129,0.99561,0.26277,0.000365782,0.000365782,0.000365782
|
| 4 |
+
3,240.471,0.44539,0.90643,0.99854,0.31272,0.000543788,0.000543788,0.000543788
|
| 5 |
+
4,315.947,0.42595,0.85819,0.99854,0.41599,0.000539487,0.000539487,0.000539487
|
| 6 |
+
5,388.192,0.38084,0.90205,0.99708,0.35506,0.000533982,0.000533982,0.000533982
|
| 7 |
+
6,460.704,0.39888,0.87135,0.99415,0.40925,0.000528478,0.000528478,0.000528478
|
| 8 |
+
7,531.664,0.36018,0.87865,0.99415,0.42469,0.000522974,0.000522974,0.000522974
|
| 9 |
+
8,600.492,0.31411,0.85965,0.99854,0.50999,0.000517469,0.000517469,0.000517469
|
| 10 |
+
9,669.967,0.33235,0.87135,0.99269,0.47168,0.000511965,0.000511965,0.000511965
|
| 11 |
+
10,738.163,0.28646,0.85088,0.99123,0.58497,0.00050646,0.00050646,0.00050646
|
| 12 |
+
11,806.704,0.2808,0.8845,0.99415,0.44596,0.000500956,0.000500956,0.000500956
|
| 13 |
+
12,874.999,0.25754,0.8655,0.99561,0.49316,0.000495452,0.000495452,0.000495452
|
| 14 |
+
13,943.681,0.26501,0.86696,0.99708,0.49569,0.000489947,0.000489947,0.000489947
|
| 15 |
+
14,1013.69,0.23499,0.8538,0.99415,0.58265,0.000484443,0.000484443,0.000484443
|
| 16 |
+
15,1082.06,0.23324,0.84357,0.99708,0.63934,0.000478938,0.000478938,0.000478938
|
| 17 |
+
16,1152.29,0.22972,0.8538,0.99269,0.54922,0.000473434,0.000473434,0.000473434
|
| 18 |
+
17,1219.93,0.18793,0.86404,0.99123,0.52787,0.00046793,0.00046793,0.00046793
|
| 19 |
+
18,1289.84,0.22478,0.85965,0.99123,0.61111,0.000462425,0.000462425,0.000462425
|
| 20 |
+
19,1357.32,0.20971,0.86988,0.99269,0.54745,0.000456921,0.000456921,0.000456921
|
| 21 |
+
20,1425.95,0.20253,0.86404,0.99123,0.52506,0.000451416,0.000451416,0.000451416
|
| 22 |
+
21,1493.65,0.22843,0.86111,0.99123,0.58329,0.000445912,0.000445912,0.000445912
|
| 23 |
+
22,1563.17,0.17004,0.86111,0.99561,0.59805,0.000440408,0.000440408,0.000440408
|
| 24 |
+
23,1631.29,0.15338,0.8655,0.99123,0.62639,0.000434903,0.000434903,0.000434903
|
| 25 |
+
24,1698.61,0.19432,0.87135,0.99269,0.54223,0.000429399,0.000429399,0.000429399
|
| 26 |
+
25,1768.02,0.17754,0.86696,0.99561,0.63077,0.000423894,0.000423894,0.000423894
|
| 27 |
+
26,1834.89,0.18605,0.8538,0.9883,0.61689,0.00041839,0.00041839,0.00041839
|
| 28 |
+
27,1906.14,0.14582,0.86842,0.99123,0.59445,0.000412886,0.000412886,0.000412886
|
| 29 |
+
28,1972.87,0.1383,0.86111,0.9883,0.65176,0.000407381,0.000407381,0.000407381
|
| 30 |
+
29,2041.73,0.13531,0.8655,0.98977,0.69786,0.000401877,0.000401877,0.000401877
|
| 31 |
+
30,2109.44,0.13598,0.86842,0.98977,0.73008,0.000396372,0.000396372,0.000396372
|
| 32 |
+
31,2177.91,0.14715,0.86404,0.98977,0.70325,0.000390868,0.000390868,0.000390868
|
| 33 |
+
32,2245.47,0.13642,0.86257,0.9883,0.67037,0.000385364,0.000385364,0.000385364
|
| 34 |
+
33,2314.02,0.12945,0.85088,0.99123,0.68476,0.000379859,0.000379859,0.000379859
|
| 35 |
+
34,2382.55,0.13776,0.87281,0.98684,0.6493,0.000374355,0.000374355,0.000374355
|
| 36 |
+
35,2450.25,0.13918,0.87135,0.98977,0.60357,0.00036885,0.00036885,0.00036885
|
| 37 |
+
36,2518.04,0.10628,0.86842,0.9883,0.60135,0.000363346,0.000363346,0.000363346
|
| 38 |
+
37,2585.56,0.12458,0.87281,0.9883,0.69264,0.000357842,0.000357842,0.000357842
|
| 39 |
+
38,2654.27,0.11582,0.86257,0.9883,0.68044,0.000352337,0.000352337,0.000352337
|
| 40 |
+
39,2722.31,0.11269,0.8538,0.98684,0.77951,0.000346833,0.000346833,0.000346833
|
| 41 |
+
40,2792.76,0.10596,0.85526,0.98684,0.71647,0.000341328,0.000341328,0.000341328
|
| 42 |
+
41,2858.99,0.1121,0.85088,0.9883,0.69335,0.000335824,0.000335824,0.000335824
|
| 43 |
+
42,2927.37,0.1097,0.85819,0.99123,0.68309,0.00033032,0.00033032,0.00033032
|
| 44 |
+
43,2994.56,0.09902,0.86696,0.98538,0.67381,0.000324815,0.000324815,0.000324815
|
| 45 |
+
44,3062.99,0.12266,0.85526,0.98684,0.72093,0.000319311,0.000319311,0.000319311
|
| 46 |
+
45,3130.17,0.12818,0.8538,0.98538,0.8349,0.000313806,0.000313806,0.000313806
|
| 47 |
+
46,3200.96,0.10774,0.86111,0.98392,0.74541,0.000308302,0.000308302,0.000308302
|
| 48 |
+
47,3271.15,0.10089,0.86988,0.98684,0.73804,0.000302798,0.000302798,0.000302798
|
| 49 |
+
48,3339.26,0.10585,0.86696,0.98538,0.70115,0.000297293,0.000297293,0.000297293
|
| 50 |
+
49,3407.92,0.10085,0.86842,0.98538,0.76702,0.000291789,0.000291789,0.000291789
|
| 51 |
+
50,3477.43,0.09918,0.86404,0.98392,0.70802,0.000286284,0.000286284,0.000286284
|
| 52 |
+
51,3545.85,0.08716,0.87135,0.98977,0.65775,0.00028078,0.00028078,0.00028078
|
| 53 |
+
52,3615.49,0.09266,0.86696,0.98977,0.71308,0.000275276,0.000275276,0.000275276
|
| 54 |
+
53,3683.35,0.09597,0.88743,0.99269,0.58483,0.000269771,0.000269771,0.000269771
|
| 55 |
+
54,3752.21,0.09656,0.85965,0.98538,0.66577,0.000264267,0.000264267,0.000264267
|
| 56 |
+
55,3823,0.08125,0.86111,0.98538,0.6847,0.000258762,0.000258762,0.000258762
|
| 57 |
+
56,3891.19,0.07679,0.87719,0.9883,0.6791,0.000253258,0.000253258,0.000253258
|
| 58 |
+
57,3959.86,0.08516,0.85965,0.99269,0.74077,0.000247754,0.000247754,0.000247754
|
| 59 |
+
58,4028.55,0.08207,0.87281,0.98977,0.67517,0.000242249,0.000242249,0.000242249
|
| 60 |
+
59,4096.44,0.05856,0.87719,0.9883,0.69997,0.000236745,0.000236745,0.000236745
|
| 61 |
+
60,4166.04,0.06648,0.87427,0.99123,0.74742,0.00023124,0.00023124,0.00023124
|
| 62 |
+
61,4235.61,0.07284,0.87427,0.99123,0.70834,0.000225736,0.000225736,0.000225736
|
| 63 |
+
62,4305.58,0.06628,0.87427,0.98246,0.69687,0.000220232,0.000220232,0.000220232
|
| 64 |
+
63,4373.69,0.0576,0.85965,0.9883,0.73204,0.000214727,0.000214727,0.000214727
|
| 65 |
+
64,4442.67,0.0507,0.87135,0.98977,0.73258,0.000209223,0.000209223,0.000209223
|
| 66 |
+
65,4512.25,0.0607,0.8655,0.98392,0.7641,0.000203718,0.000203718,0.000203718
|
| 67 |
+
66,4581.37,0.08404,0.85526,0.98392,0.83263,0.000198214,0.000198214,0.000198214
|
| 68 |
+
67,4651.51,0.05453,0.86111,0.98538,0.77805,0.00019271,0.00019271,0.00019271
|
| 69 |
+
68,4720.62,0.04901,0.87427,0.98684,0.70494,0.000187205,0.000187205,0.000187205
|
| 70 |
+
69,4788.49,0.05591,0.88743,0.99123,0.6988,0.000181701,0.000181701,0.000181701
|
| 71 |
+
70,4857.9,0.05411,0.87135,0.99123,0.74091,0.000176196,0.000176196,0.000176196
|
| 72 |
+
71,4927.55,0.05251,0.87719,0.98977,0.67917,0.000170692,0.000170692,0.000170692
|
| 73 |
+
72,4996.27,0.04814,0.87719,0.9883,0.71797,0.000165188,0.000165188,0.000165188
|
| 74 |
+
73,5065.4,0.05529,0.87865,0.9883,0.67541,0.000159683,0.000159683,0.000159683
|
| 75 |
+
74,5134.83,0.04638,0.88012,0.9883,0.71804,0.000154179,0.000154179,0.000154179
|
| 76 |
+
75,5206.51,0.03909,0.88158,0.98977,0.70117,0.000148674,0.000148674,0.000148674
|
| 77 |
+
76,5277.32,0.04272,0.87865,0.9883,0.66737,0.00014317,0.00014317,0.00014317
|
| 78 |
+
77,5345.14,0.04608,0.86988,0.9883,0.70047,0.000137666,0.000137666,0.000137666
|
| 79 |
+
78,5416.56,0.04808,0.87719,0.98684,0.66313,0.000132161,0.000132161,0.000132161
|
| 80 |
+
79,5487.53,0.04681,0.88158,0.9883,0.70011,0.000126657,0.000126657,0.000126657
|
| 81 |
+
80,5555.45,0.03761,0.87865,0.98684,0.69447,0.000121152,0.000121152,0.000121152
|
| 82 |
+
81,5623.73,0.03915,0.87427,0.98538,0.72165,0.000115648,0.000115648,0.000115648
|
| 83 |
+
82,5691.93,0.03438,0.87573,0.98684,0.67991,0.000110144,0.000110144,0.000110144
|
| 84 |
+
83,5762.54,0.04985,0.86988,0.98977,0.73797,0.000104639,0.000104639,0.000104639
|
| 85 |
+
84,5831.72,0.03392,0.88012,0.98977,0.6753,9.91348e-05,9.91348e-05,9.91348e-05
|
| 86 |
+
85,5902.01,0.03409,0.87865,0.98977,0.70054,9.36304e-05,9.36304e-05,9.36304e-05
|
| 87 |
+
86,5969.72,0.03688,0.87719,0.98684,0.74776,8.8126e-05,8.8126e-05,8.8126e-05
|
| 88 |
+
87,6040.22,0.03015,0.87135,0.98392,0.72855,8.26216e-05,8.26216e-05,8.26216e-05
|
| 89 |
+
88,6109.25,0.02726,0.88012,0.98392,0.70392,7.71172e-05,7.71172e-05,7.71172e-05
|
| 90 |
+
89,6180.2,0.03641,0.87719,0.98246,0.72289,7.16128e-05,7.16128e-05,7.16128e-05
|
| 91 |
+
90,6253.54,0.03054,0.88012,0.98684,0.7215,6.61084e-05,6.61084e-05,6.61084e-05
|
| 92 |
+
91,6325.85,0.03577,0.88012,0.98392,0.70735,6.0604e-05,6.0604e-05,6.0604e-05
|
| 93 |
+
92,6397.54,0.03161,0.88012,0.98392,0.71508,5.50996e-05,5.50996e-05,5.50996e-05
|
| 94 |
+
93,6467.83,0.03297,0.88304,0.98538,0.68293,4.95952e-05,4.95952e-05,4.95952e-05
|
| 95 |
+
94,6539.15,0.03013,0.88012,0.98684,0.71032,4.40908e-05,4.40908e-05,4.40908e-05
|
| 96 |
+
95,6611.13,0.03757,0.87865,0.98684,0.72418,3.85864e-05,3.85864e-05,3.85864e-05
|
| 97 |
+
96,6682.02,0.03134,0.87719,0.9883,0.70829,3.3082e-05,3.3082e-05,3.3082e-05
|
| 98 |
+
97,6752.1,0.02886,0.8845,0.9883,0.73011,2.75776e-05,2.75776e-05,2.75776e-05
|
| 99 |
+
98,6823.35,0.03917,0.88158,0.98977,0.74823,2.20732e-05,2.20732e-05,2.20732e-05
|
| 100 |
+
99,6895.23,0.0284,0.88012,0.9883,0.72905,1.65688e-05,1.65688e-05,1.65688e-05
|
| 101 |
+
100,6965.06,0.02947,0.8845,0.9883,0.69548,1.10644e-05,1.10644e-05,1.10644e-05
|
runs/classify/train5/results.png
ADDED
|
Git LFS Details
|
runs/classify/train5/train_batch0.jpg
ADDED
|
Git LFS Details
|
runs/classify/train5/train_batch1.jpg
ADDED
|
Git LFS Details
|
runs/classify/train5/train_batch13590.jpg
ADDED
|
Git LFS Details
|
runs/classify/train5/train_batch13591.jpg
ADDED
|
Git LFS Details
|
runs/classify/train5/train_batch13592.jpg
ADDED
|
Git LFS Details
|
runs/classify/train5/train_batch2.jpg
ADDED
|
Git LFS Details
|
runs/classify/train5/val_batch0_labels.jpg
ADDED
|
Git LFS Details
|
runs/classify/train5/val_batch0_pred.jpg
ADDED
|
Git LFS Details
|
runs/classify/train5/val_batch1_labels.jpg
ADDED
|
Git LFS Details
|
runs/classify/train5/val_batch1_pred.jpg
ADDED
|
Git LFS Details
|
runs/classify/train5/val_batch2_labels.jpg
ADDED
|
Git LFS Details
|
runs/classify/train5/val_batch2_pred.jpg
ADDED
|
Git LFS Details
|
runs/classify/train5/weights/best.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1fad907f76be0ff2d348024db67c149af580dc7985ef0682c8d295ff98faee87
|
| 3 |
+
size 3215426
|
runs/classify/train5/weights/last.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:71810dbaa99f2bac6228ace777625731aa39cb0f7bffe171472a64f45d31dd2d
|
| 3 |
+
size 3222786
|
runs/classify/val/confusion_matrix.png
ADDED
|
Git LFS Details
|
runs/classify/val/confusion_matrix_normalized.png
ADDED
|
Git LFS Details
|
runs/classify/val/val_batch0_labels.jpg
ADDED
|
Git LFS Details
|
runs/classify/val/val_batch0_pred.jpg
ADDED
|
Git LFS Details
|
runs/classify/val/val_batch1_labels.jpg
ADDED
|
Git LFS Details
|