rickysambora55
commited on
Commit
•
16d21da
1
Parent(s):
538fc14
model update
Browse files- runs/detect/train/args.yaml +98 -0
- runs/detect/train2/args.yaml +98 -0
- runs/detect/train2/events.out.tfevents.1716431448.916c26d82a79.6123.0 +3 -0
- runs/detect/train2/labels.jpg +0 -0
- runs/detect/train2/labels_correlogram.jpg +0 -0
- runs/detect/train2/train_batch0.jpg +0 -0
- runs/detect/train2/train_batch1.jpg +0 -0
- runs/detect/train2/train_batch2.jpg +0 -0
- runs/detect/train3/args.yaml +98 -0
- runs/detect/train3/events.out.tfevents.1716431689.916c26d82a79.7186.0 +3 -0
- runs/detect/train3/labels.jpg +0 -0
- runs/detect/train3/labels_correlogram.jpg +0 -0
- runs/detect/train3/train_batch0.jpg +0 -0
- runs/detect/train3/train_batch1.jpg +0 -0
- runs/detect/train3/train_batch2.jpg +0 -0
- runs/detect/train4/args.yaml +98 -0
- runs/detect/train4/events.out.tfevents.1716432049.916c26d82a79.8725.0 +3 -0
- runs/detect/train4/labels.jpg +0 -0
- runs/detect/train4/labels_correlogram.jpg +0 -0
- runs/detect/train4/results.csv +28 -0
- runs/detect/train4/train_batch0.jpg +0 -0
- runs/detect/train4/train_batch1.jpg +0 -0
- runs/detect/train4/train_batch2.jpg +0 -0
- runs/detect/train4/weights/best.pt +3 -0
- runs/detect/train4/weights/last.pt +3 -0
runs/detect/train/args.yaml
ADDED
@@ -0,0 +1,98 @@
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task: detect
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mode: train
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model: yolov8n.pt
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data: /content/datasets/Crowd-Detection-6//data.yaml
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epochs: 300
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patience: 50
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batch: 32
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imgsz: 640
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save: true
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save_period: -1
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cache: true
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device: null
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workers: 16
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project: null
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name: null
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+
exist_ok: false
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+
pretrained: true
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optimizer: auto
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verbose: true
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seed: 0
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deterministic: true
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+
single_cls: false
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rect: false
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cos_lr: true
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close_mosaic: 10
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resume: false
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amp: true
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fraction: 1.0
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profile: false
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+
freeze: 10
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+
overlap_mask: true
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+
mask_ratio: 4
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dropout: 0.0
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val: true
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split: val
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save_json: false
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save_hybrid: false
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conf: null
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iou: 0.7
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+
max_det: 300
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+
half: false
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+
dnn: false
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plots: true
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source: null
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show: false
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save_txt: false
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save_conf: false
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save_crop: false
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show_labels: true
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show_conf: true
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vid_stride: 1
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stream_buffer: false
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line_width: null
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visualize: false
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+
augment: false
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+
agnostic_nms: false
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+
classes: null
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+
retina_masks: false
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boxes: true
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format: torchscript
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keras: false
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optimize: false
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int8: false
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dynamic: false
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simplify: false
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+
opset: null
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workspace: 4
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nms: false
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+
lr0: 0.01
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lrf: 0.01
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momentum: 0.937
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weight_decay: 0.0005
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warmup_epochs: 3.0
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warmup_momentum: 0.8
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warmup_bias_lr: 0.1
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+
box: 7.5
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cls: 0.5
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+
dfl: 1.5
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pose: 12.0
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+
kobj: 1.0
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+
label_smoothing: 0.0
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nbs: 64
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+
hsv_h: 0.015
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+
hsv_s: 0.7
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+
hsv_v: 0.4
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degrees: 0.0
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+
translate: 0.1
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scale: 0.5
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shear: 0.0
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perspective: 0.0
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flipud: 0.0
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fliplr: 0.5
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mosaic: 1.0
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mixup: 0.0
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copy_paste: 0.0
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cfg: null
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tracker: botsort.yaml
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save_dir: runs/detect/train
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runs/detect/train2/args.yaml
ADDED
@@ -0,0 +1,98 @@
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task: detect
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mode: train
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model: yolov8n.pt
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4 |
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data: /content/datasets/Crowd-Detection-6//data.yaml
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epochs: 300
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patience: 50
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batch: 32
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+
imgsz: 640
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save: true
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save_period: -1
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cache: true
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device: null
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workers: 16
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project: null
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name: null
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exist_ok: false
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pretrained: true
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optimizer: auto
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verbose: true
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seed: 0
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deterministic: true
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single_cls: false
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rect: false
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+
cos_lr: true
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close_mosaic: 10
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resume: false
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amp: true
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+
fraction: 1.0
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+
profile: false
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+
freeze: 10
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+
overlap_mask: true
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+
mask_ratio: 4
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dropout: 0.0
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val: true
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split: val
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save_json: false
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save_hybrid: false
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conf: null
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+
iou: 0.7
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+
max_det: 300
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+
half: false
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+
dnn: false
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plots: true
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source: null
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show: false
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save_txt: false
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+
save_conf: false
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+
save_crop: false
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+
show_labels: true
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+
show_conf: true
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+
vid_stride: 1
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+
stream_buffer: false
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53 |
+
line_width: null
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54 |
+
visualize: false
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55 |
+
augment: false
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56 |
+
agnostic_nms: false
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57 |
+
classes: null
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58 |
+
retina_masks: false
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59 |
+
boxes: true
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60 |
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format: torchscript
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61 |
+
keras: false
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62 |
+
optimize: false
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63 |
+
int8: false
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64 |
+
dynamic: false
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65 |
+
simplify: false
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66 |
+
opset: null
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67 |
+
workspace: 4
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68 |
+
nms: false
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69 |
+
lr0: 0.01
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70 |
+
lrf: 0.01
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71 |
+
momentum: 0.937
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72 |
+
weight_decay: 0.0005
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73 |
+
warmup_epochs: 3.0
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74 |
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warmup_momentum: 0.8
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+
warmup_bias_lr: 0.1
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+
box: 7.5
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77 |
+
cls: 0.5
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78 |
+
dfl: 1.5
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79 |
+
pose: 12.0
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80 |
+
kobj: 1.0
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81 |
+
label_smoothing: 0.0
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+
nbs: 64
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+
hsv_h: 0.015
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+
hsv_s: 0.7
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+
hsv_v: 0.4
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86 |
+
degrees: 0.0
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87 |
+
translate: 0.1
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88 |
+
scale: 0.5
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89 |
+
shear: 0.0
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90 |
+
perspective: 0.0
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91 |
+
flipud: 0.0
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92 |
+
fliplr: 0.5
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93 |
+
mosaic: 1.0
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+
mixup: 0.0
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copy_paste: 0.0
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cfg: null
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tracker: botsort.yaml
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save_dir: runs/detect/train2
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runs/detect/train2/events.out.tfevents.1716431448.916c26d82a79.6123.0
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:3d3fcf4cd60b8bd064d8234c2afe9973e9dd7eea7038be43780e2e5648d95a5c
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+
size 338163
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runs/detect/train2/labels.jpg
ADDED
runs/detect/train2/labels_correlogram.jpg
ADDED
runs/detect/train2/train_batch0.jpg
ADDED
runs/detect/train2/train_batch1.jpg
ADDED
runs/detect/train2/train_batch2.jpg
ADDED
runs/detect/train3/args.yaml
ADDED
@@ -0,0 +1,98 @@
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task: detect
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2 |
+
mode: train
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3 |
+
model: yolov8n.pt
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4 |
+
data: /content/datasets/Crowd-Detection-6//data.yaml
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5 |
+
epochs: 300
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6 |
+
patience: 50
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7 |
+
batch: 64
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8 |
+
imgsz: 640
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9 |
+
save: true
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10 |
+
save_period: -1
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11 |
+
cache: true
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12 |
+
device: null
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13 |
+
workers: 16
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14 |
+
project: null
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15 |
+
name: null
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16 |
+
exist_ok: false
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17 |
+
pretrained: true
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18 |
+
optimizer: auto
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19 |
+
verbose: true
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20 |
+
seed: 0
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21 |
+
deterministic: true
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22 |
+
single_cls: false
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23 |
+
rect: false
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24 |
+
cos_lr: true
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25 |
+
close_mosaic: 10
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26 |
+
resume: false
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27 |
+
amp: true
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28 |
+
fraction: 1.0
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29 |
+
profile: false
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30 |
+
freeze: 10
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31 |
+
overlap_mask: true
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32 |
+
mask_ratio: 4
|
33 |
+
dropout: 0.0
|
34 |
+
val: true
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35 |
+
split: val
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36 |
+
save_json: false
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37 |
+
save_hybrid: false
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38 |
+
conf: null
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39 |
+
iou: 0.7
|
40 |
+
max_det: 300
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41 |
+
half: false
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42 |
+
dnn: false
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43 |
+
plots: true
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44 |
+
source: null
|
45 |
+
show: false
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46 |
+
save_txt: false
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47 |
+
save_conf: false
|
48 |
+
save_crop: false
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49 |
+
show_labels: true
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50 |
+
show_conf: true
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51 |
+
vid_stride: 1
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52 |
+
stream_buffer: false
|
53 |
+
line_width: null
|
54 |
+
visualize: false
|
55 |
+
augment: false
|
56 |
+
agnostic_nms: false
|
57 |
+
classes: null
|
58 |
+
retina_masks: false
|
59 |
+
boxes: true
|
60 |
+
format: torchscript
|
61 |
+
keras: false
|
62 |
+
optimize: false
|
63 |
+
int8: false
|
64 |
+
dynamic: false
|
65 |
+
simplify: false
|
66 |
+
opset: null
|
67 |
+
workspace: 4
|
68 |
+
nms: false
|
69 |
+
lr0: 0.01
|
70 |
+
lrf: 0.01
|
71 |
+
momentum: 0.937
|
72 |
+
weight_decay: 0.0005
|
73 |
+
warmup_epochs: 3.0
|
74 |
+
warmup_momentum: 0.8
|
75 |
+
warmup_bias_lr: 0.1
|
76 |
+
box: 7.5
|
77 |
+
cls: 0.5
|
78 |
+
dfl: 1.5
|
79 |
+
pose: 12.0
|
80 |
+
kobj: 1.0
|
81 |
+
label_smoothing: 0.0
|
82 |
+
nbs: 64
|
83 |
+
hsv_h: 0.015
|
84 |
+
hsv_s: 0.7
|
85 |
+
hsv_v: 0.4
|
86 |
+
degrees: 0.0
|
87 |
+
translate: 0.1
|
88 |
+
scale: 0.5
|
89 |
+
shear: 0.0
|
90 |
+
perspective: 0.0
|
91 |
+
flipud: 0.0
|
92 |
+
fliplr: 0.5
|
93 |
+
mosaic: 1.0
|
94 |
+
mixup: 0.0
|
95 |
+
copy_paste: 0.0
|
96 |
+
cfg: null
|
97 |
+
tracker: botsort.yaml
|
98 |
+
save_dir: runs/detect/train3
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runs/detect/train3/events.out.tfevents.1716431689.916c26d82a79.7186.0
ADDED
@@ -0,0 +1,3 @@
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1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8f402ecd26d5119b75d673426de472833d97df769075fad508d3554b238ba096
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+
size 337539
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runs/detect/train3/labels.jpg
ADDED
runs/detect/train3/labels_correlogram.jpg
ADDED
runs/detect/train3/train_batch0.jpg
ADDED
runs/detect/train3/train_batch1.jpg
ADDED
runs/detect/train3/train_batch2.jpg
ADDED
runs/detect/train4/args.yaml
ADDED
@@ -0,0 +1,98 @@
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1 |
+
task: detect
|
2 |
+
mode: train
|
3 |
+
model: yolov8n.pt
|
4 |
+
data: /content/datasets/Crowd-Detection-6//data.yaml
|
5 |
+
epochs: 300
|
6 |
+
patience: 50
|
7 |
+
batch: 64
|
8 |
+
imgsz: 640
|
9 |
+
save: true
|
10 |
+
save_period: -1
|
11 |
+
cache: true
|
12 |
+
device: null
|
13 |
+
workers: 32
|
14 |
+
project: null
|
15 |
+
name: null
|
16 |
+
exist_ok: false
|
17 |
+
pretrained: true
|
18 |
+
optimizer: auto
|
19 |
+
verbose: true
|
20 |
+
seed: 0
|
21 |
+
deterministic: true
|
22 |
+
single_cls: false
|
23 |
+
rect: false
|
24 |
+
cos_lr: true
|
25 |
+
close_mosaic: 10
|
26 |
+
resume: false
|
27 |
+
amp: true
|
28 |
+
fraction: 1.0
|
29 |
+
profile: false
|
30 |
+
freeze: 10
|
31 |
+
overlap_mask: true
|
32 |
+
mask_ratio: 4
|
33 |
+
dropout: 0.0
|
34 |
+
val: true
|
35 |
+
split: val
|
36 |
+
save_json: false
|
37 |
+
save_hybrid: false
|
38 |
+
conf: null
|
39 |
+
iou: 0.7
|
40 |
+
max_det: 300
|
41 |
+
half: false
|
42 |
+
dnn: false
|
43 |
+
plots: true
|
44 |
+
source: null
|
45 |
+
show: false
|
46 |
+
save_txt: false
|
47 |
+
save_conf: false
|
48 |
+
save_crop: false
|
49 |
+
show_labels: true
|
50 |
+
show_conf: true
|
51 |
+
vid_stride: 1
|
52 |
+
stream_buffer: false
|
53 |
+
line_width: null
|
54 |
+
visualize: false
|
55 |
+
augment: false
|
56 |
+
agnostic_nms: false
|
57 |
+
classes: null
|
58 |
+
retina_masks: false
|
59 |
+
boxes: true
|
60 |
+
format: torchscript
|
61 |
+
keras: false
|
62 |
+
optimize: false
|
63 |
+
int8: false
|
64 |
+
dynamic: false
|
65 |
+
simplify: false
|
66 |
+
opset: null
|
67 |
+
workspace: 4
|
68 |
+
nms: false
|
69 |
+
lr0: 0.01
|
70 |
+
lrf: 0.01
|
71 |
+
momentum: 0.937
|
72 |
+
weight_decay: 0.0005
|
73 |
+
warmup_epochs: 3.0
|
74 |
+
warmup_momentum: 0.8
|
75 |
+
warmup_bias_lr: 0.1
|
76 |
+
box: 7.5
|
77 |
+
cls: 0.5
|
78 |
+
dfl: 1.5
|
79 |
+
pose: 12.0
|
80 |
+
kobj: 1.0
|
81 |
+
label_smoothing: 0.0
|
82 |
+
nbs: 64
|
83 |
+
hsv_h: 0.015
|
84 |
+
hsv_s: 0.7
|
85 |
+
hsv_v: 0.4
|
86 |
+
degrees: 0.0
|
87 |
+
translate: 0.1
|
88 |
+
scale: 0.5
|
89 |
+
shear: 0.0
|
90 |
+
perspective: 0.0
|
91 |
+
flipud: 0.0
|
92 |
+
fliplr: 0.5
|
93 |
+
mosaic: 1.0
|
94 |
+
mixup: 0.0
|
95 |
+
copy_paste: 0.0
|
96 |
+
cfg: null
|
97 |
+
tracker: botsort.yaml
|
98 |
+
save_dir: runs/detect/train4
|
runs/detect/train4/events.out.tfevents.1716432049.916c26d82a79.8725.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:24029d19208bbed75f9e78b076e94f75603e26f5315b9cb50a6607b051448b1e
|
3 |
+
size 1063365
|
runs/detect/train4/labels.jpg
ADDED
runs/detect/train4/labels_correlogram.jpg
ADDED
runs/detect/train4/results.csv
ADDED
@@ -0,0 +1,28 @@
|
|
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|
|
|
|
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|
|
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|
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|
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|
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|
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|
|
|
1 |
+
epoch, train/box_loss, train/cls_loss, train/dfl_loss, metrics/precision(B), metrics/recall(B), metrics/mAP50(B), metrics/mAP50-95(B), val/box_loss, val/cls_loss, val/dfl_loss, lr/pg0, lr/pg1, lr/pg2
|
2 |
+
1, 1.4442, 1.728, 1.1692, 0.88592, 0.76563, 0.85654, 0.52474, 1.3096, 1.044, 1.1546, 0.0033143, 0.0033143, 0.0033143
|
3 |
+
2, 1.3557, 1.0041, 1.0855, 0.89814, 0.80581, 0.88483, 0.54657, 1.2765, 0.83776, 1.1074, 0.0066474, 0.0066474, 0.0066474
|
4 |
+
3, 1.3595, 0.88955, 1.0639, 0.89368, 0.80663, 0.88495, 0.53423, 1.314, 0.98717, 1.1337, 0.0099799, 0.0099799, 0.0099799
|
5 |
+
4, 1.3444, 0.81439, 1.0563, 0.8917, 0.82276, 0.89283, 0.55214, 1.3052, 0.79175, 1.0982, 0.0099976, 0.0099976, 0.0099976
|
6 |
+
5, 1.3101, 0.76103, 1.0438, 0.91231, 0.83151, 0.90323, 0.56464, 1.2779, 0.6942, 1.083, 0.0099976, 0.0099976, 0.0099976
|
7 |
+
6, 1.2914, 0.73049, 1.0329, 0.92189, 0.83661, 0.90764, 0.58024, 1.2424, 0.68615, 1.0779, 0.0099957, 0.0099957, 0.0099957
|
8 |
+
7, 1.2747, 0.71315, 1.0275, 0.92636, 0.84716, 0.91565, 0.58903, 1.2428, 0.64619, 1.0605, 0.0099932, 0.0099932, 0.0099932
|
9 |
+
8, 1.2662, 0.69661, 1.0211, 0.92034, 0.84746, 0.91731, 0.59094, 1.2295, 0.66932, 1.064, 0.0099902, 0.0099902, 0.0099902
|
10 |
+
9, 1.2578, 0.68976, 1.0174, 0.93428, 0.85375, 0.92484, 0.60557, 1.2049, 0.61266, 1.0483, 0.0099867, 0.0099867, 0.0099867
|
11 |
+
10, 1.242, 0.67405, 1.0125, 0.928, 0.85602, 0.92067, 0.6013, 1.2123, 0.6349, 1.0518, 0.0099826, 0.0099826, 0.0099826
|
12 |
+
11, 1.2302, 0.66463, 1.0108, 0.93013, 0.84798, 0.9199, 0.60029, 1.2013, 0.65402, 1.0479, 0.009978, 0.009978, 0.009978
|
13 |
+
12, 1.2361, 0.66323, 1.0113, 0.93568, 0.85857, 0.92899, 0.6145, 1.1973, 0.60306, 1.0397, 0.0099729, 0.0099729, 0.0099729
|
14 |
+
13, 1.2212, 0.65037, 1.006, 0.93677, 0.86149, 0.92945, 0.60814, 1.1959, 0.59792, 1.0444, 0.0099672, 0.0099672, 0.0099672
|
15 |
+
14, 1.2208, 0.64676, 1.0033, 0.93629, 0.86377, 0.93083, 0.61052, 1.195, 0.59648, 1.0457, 0.009961, 0.009961, 0.009961
|
16 |
+
15, 1.21, 0.63671, 1.0043, 0.93671, 0.86313, 0.93046, 0.6173, 1.1861, 0.58527, 1.0404, 0.0099542, 0.0099542, 0.0099542
|
17 |
+
16, 1.216, 0.63831, 1.0025, 0.93877, 0.86336, 0.93266, 0.61578, 1.1845, 0.5749, 1.0372, 0.0099469, 0.0099469, 0.0099469
|
18 |
+
17, 1.2055, 0.63501, 0.99819, 0.94259, 0.8645, 0.93403, 0.61348, 1.1913, 0.57878, 1.0417, 0.0099391, 0.0099391, 0.0099391
|
19 |
+
18, 1.2053, 0.63166, 0.99859, 0.93916, 0.86814, 0.9343, 0.61712, 1.1864, 0.57439, 1.0447, 0.0099307, 0.0099307, 0.0099307
|
20 |
+
19, 1.1988, 0.62725, 0.99717, 0.93808, 0.87024, 0.93514, 0.62097, 1.1843, 0.56639, 1.0415, 0.0099218, 0.0099218, 0.0099218
|
21 |
+
20, 1.1929, 0.61787, 0.99316, 0.94341, 0.86523, 0.9328, 0.61746, 1.1944, 0.56933, 1.0437, 0.0099123, 0.0099123, 0.0099123
|
22 |
+
21, 1.1952, 0.61733, 0.99099, 0.94315, 0.86359, 0.93268, 0.61582, 1.1836, 0.57302, 1.0365, 0.0099023, 0.0099023, 0.0099023
|
23 |
+
22, 1.1859, 0.6138, 0.98969, 0.93922, 0.8674, 0.93499, 0.6205, 1.1818, 0.56504, 1.041, 0.0098918, 0.0098918, 0.0098918
|
24 |
+
23, 1.1861, 0.61529, 0.99249, 0.93933, 0.8758, 0.9367, 0.6237, 1.1765, 0.55941, 1.0299, 0.0098808, 0.0098808, 0.0098808
|
25 |
+
24, 1.1843, 0.61248, 0.98994, 0.93964, 0.87407, 0.93791, 0.62489, 1.1663, 0.55183, 1.0237, 0.0098692, 0.0098692, 0.0098692
|
26 |
+
25, 1.1859, 0.61162, 0.98647, 0.94278, 0.87388, 0.93695, 0.62726, 1.1694, 0.55327, 1.0262, 0.0098571, 0.0098571, 0.0098571
|
27 |
+
26, 1.1793, 0.60634, 0.98584, 0.94155, 0.87379, 0.93849, 0.62464, 1.1726, 0.55055, 1.0271, 0.0098445, 0.0098445, 0.0098445
|
28 |
+
27, 1.1773, 0.60539, 0.98501, 0.94634, 0.87479, 0.93916, 0.62554, 1.1705, 0.54592, 1.0303, 0.0098313, 0.0098313, 0.0098313
|
runs/detect/train4/train_batch0.jpg
ADDED
runs/detect/train4/train_batch1.jpg
ADDED
runs/detect/train4/train_batch2.jpg
ADDED
runs/detect/train4/weights/best.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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3 |
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size 19415118
|
runs/detect/train4/weights/last.pt
ADDED
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1 |
+
version https://git-lfs.github.com/spec/v1
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size 19415374
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