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dvc.yaml
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stages:
download_dataset_v2:
cmd: ./scripts/data/download.sh
deps:
- ./scripts/data/download.sh
outs:
- ./data/01_raw/DS-71c1fd51-v2
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:
- ./scripts/data/model_input/build.py
- ./data/01_raw/DS-71c1fd51-v2
outs:
- ./data/03_model_input/yolov8
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:
- ./scripts/model/yolov8/train.py
- ./scripts/model/yolov8/configs/baseline.yaml
- ./data/03_model_input/yolov8
outs:
- ./data/04_models/yolov8/baseline_small_dataset/
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:
- ./scripts/model/yolov8/train.py
- ./scripts/model/yolov8/configs/baseline.yaml
- ./data/03_model_input/yolov8
outs:
- ./data/04_models/yolov8/baseline_full_dataset
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:
- ./scripts/model/yolov8/train.py
- ./scripts/model/yolov8/configs/baseline.yaml
- ./data/03_model_input/yolov8
outs:
- ./data/04_models/yolov8/best