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dvc.lock
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schema: '2.0'
stages:
download_dataset_v2:
cmd: ./scripts/data/download.sh
deps:
- path: ./scripts/data/download.sh
hash: md5
md5: e7638785505a3b0818b8a7cd964948b4
size: 379
outs:
- path: ./data/01_raw/DS-71c1fd51-v2
hash: md5
md5: f3c759e0870c1fc460ed7474ef672ff7.dir
size: 2546845146
nfiles: 15985
build_model_input:
cmd:
- python ./scripts/data/model_input/build.py --input-dir ./data/01_raw/DS-71c1fd51-v2
--output-dir ./data/03_model_input/yolov8 --random-seed 0 --sampling-ratio 0.05
--loglevel info
deps:
- path: ./data/01_raw/DS-71c1fd51-v2
hash: md5
md5: f3c759e0870c1fc460ed7474ef672ff7.dir
size: 2546845146
nfiles: 15985
- path: ./scripts/data/model_input/build.py
hash: md5
md5: ec2df4b4e3d1462eef5c8e893b195553
size: 6527
outs:
- path: ./data/03_model_input/yolov8
hash: md5
md5: 108cf58a8792ae87f00702d91f6ac499.dir
size: 2672166987
nfiles: 16787
train_baseline_small_dataset:
cmd:
- python ./scripts/model/yolov8/train.py --data ./data/03_model_input/yolov8/small/datasets/data.yaml
--config ./scripts/model/yolov8/configs/baseline.yaml --experiment-name baseline_small_dataset
--loglevel info
deps:
- path: ./data/03_model_input/yolov8
hash: md5
md5: 108cf58a8792ae87f00702d91f6ac499.dir
size: 2672166987
nfiles: 16787
- path: ./scripts/model/yolov8/configs/baseline.yaml
hash: md5
md5: 496fda44d9d4b5fe05b1cb3ecfebec2d
size: 125
- path: ./scripts/model/yolov8/train.py
hash: md5
md5: 8cd2a97e9c69c230732af20463ed629b
size: 2713
outs:
- path: ./data/04_models/yolov8/baseline_small_dataset/
hash: md5
md5: d832bd52526d1808561ae5c0e1d36c22.dir
size: 17323357
nfiles: 22
train_yolov8_baseline_small_dataset:
cmd:
- python ./scripts/model/yolov8/train.py --data ./data/03_model_input/yolov8/small/datasets/data.yaml
--config ./scripts/model/yolov8/configs/baseline.yaml --experiment-name baseline_small_dataset
--loglevel info
deps:
- path: ./data/03_model_input/yolov8
hash: md5
md5: 108cf58a8792ae87f00702d91f6ac499.dir
size: 2672166987
nfiles: 16787
- path: ./scripts/model/yolov8/configs/baseline.yaml
hash: md5
md5: 8c4aa7ead4bdb4867706874182fcffad
size: 45
- path: ./scripts/model/yolov8/train.py
hash: md5
md5: 4bf950b3ef1abfc9a76004fc365b0626
size: 2712
outs:
- path: ./data/04_models/yolov8/baseline_small_dataset/
hash: md5
md5: 89b0dcfbe8204f5ad5bc8ab59cd6e388.dir
size: 18582481
nfiles: 25
train_yolov8_baseline_full_dataset:
cmd:
- python ./scripts/model/yolov8/train.py --data ./data/03_model_input/yolov8/full/datasets/data.yaml
--config ./scripts/model/yolov8/configs/baseline.yaml --experiment-name baseline_full_dataset
--loglevel info
deps:
- path: ./data/03_model_input/yolov8
hash: md5
md5: 108cf58a8792ae87f00702d91f6ac499.dir
size: 2672166987
nfiles: 16787
- path: ./scripts/model/yolov8/configs/baseline.yaml
hash: md5
md5: 8c4aa7ead4bdb4867706874182fcffad
size: 45
- path: ./scripts/model/yolov8/train.py
hash: md5
md5: 4bf950b3ef1abfc9a76004fc365b0626
size: 2712
outs:
- path: ./data/04_models/yolov8/baseline_full_dataset
hash: md5
md5: bed2de71fea05f5d4ca68f0fa70e4671.dir
size: 18743722
nfiles: 25
train_yolov8_best:
cmd:
- python ./scripts/model/yolov8/train.py --data ./data/03_model_input/yolov8/full/datasets/data.yaml
--config ./scripts/model/yolov8/configs/best.yaml --experiment-name best --loglevel
info
deps:
- path: ./data/03_model_input/yolov8
hash: md5
md5: 108cf58a8792ae87f00702d91f6ac499.dir
size: 2672166987
nfiles: 16787
- path: ./scripts/model/yolov8/configs/baseline.yaml
hash: md5
md5: 8c4aa7ead4bdb4867706874182fcffad
size: 45
- path: ./scripts/model/yolov8/train.py
hash: md5
md5: 4bf950b3ef1abfc9a76004fc365b0626
size: 2712
outs:
- path: ./data/04_models/yolov8/best
hash: md5
md5: d62ed56129b5cdaf93eb0613c9f28508.dir
size: 51634360
nfiles: 25