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dvc.lock
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schema: '2.0'
stages:
data_ingestion:
cmd: python src/Chicken_Disease_Classifier/pipeline/stage_01_data_ingestion.py
deps:
- path: config/config.yaml
hash: md5
md5: ba85c8f993b98b6efafd56617c342c38
size: 812
- path: src/Chicken_Disease_Classifier/pipeline/stage_01_data_ingestion.py
hash: md5
md5: ad66f4078bcf68ac52885b760a8cc437
size: 951
outs:
- path: artifacts/data_ingestion/Chicken-fecal-images
hash: md5
md5: 9e1f8dd2eae3c29e9d635df89d438ae4.dir
size: 12207807
nfiles: 390
prepare_base_model:
cmd: python src/Chicken_Disease_Classifier/pipeline/stage_02_prepare_base_model.py
deps:
- path: config/config.yaml
hash: md5
md5: ba85c8f993b98b6efafd56617c342c38
size: 812
- path: src/Chicken_Disease_Classifier/pipeline/stage_02_prepare_base_model.py
hash: md5
md5: 3b4f988adaee726ed15ee1ff805aa04e
size: 1120
params:
params.yaml:
CLASSES: 2
IMAGE_SIZE:
- 224
- 224
- 3
INCLUDE_TOP: false
LEARNING_RATE: 0.01
WEIGHTS: imagenet
outs:
- path: artifacts/prepare_base_model
hash: md5
md5: 1eba7b0733e72975ee92a9bf0631f52e.dir
size: 118054560
nfiles: 2
training:
cmd: python src/Chicken_Disease_Classifier/pipeline/stage_03_training.py
deps:
- path: artifacts/data_ingestion/Chicken-fecal-images
hash: md5
md5: 9e1f8dd2eae3c29e9d635df89d438ae4.dir
size: 12207807
nfiles: 390
- path: artifacts/prepare_base_model
hash: md5
md5: 1eba7b0733e72975ee92a9bf0631f52e.dir
size: 118054560
nfiles: 2
- path: config/config.yaml
hash: md5
md5: ba85c8f993b98b6efafd56617c342c38
size: 812
- path: src/Chicken_Disease_Classifier/components/prepare_callbacks.py
hash: md5
md5: d13c3cc4f2f33f4e3c42b33926600ee7
size: 1019
- path: src/Chicken_Disease_Classifier/pipeline/stage_03_training.py
hash: md5
md5: d0b0487cde4d6b12e3210d19f6455d7a
size: 1318
params:
params.yaml:
AUGMENTATION: true
BATCH_SIZE: 16
EPOCHS: 3
IMAGE_SIZE:
- 224
- 224
- 3
outs:
- path: artifacts/training/model.h5
hash: md5
md5: d77cff51a5e8a6696bd2f79b14fde5b0
size: 59337520
evaluation:
cmd: python src/Chicken_Disease_Classifier/pipeline/stage_04_evaluation.py
deps:
- path: artifacts/data_ingestion/Chicken-fecal-images
hash: md5
md5: 9e1f8dd2eae3c29e9d635df89d438ae4.dir
size: 12207807
nfiles: 390
- path: artifacts/training/model.h5
hash: md5
md5: d77cff51a5e8a6696bd2f79b14fde5b0
size: 59337520
- path: config/config.yaml
hash: md5
md5: ba85c8f993b98b6efafd56617c342c38
size: 812
- path: src/Chicken_Disease_Classifier/pipeline/stage_04_evaluation.py
hash: md5
md5: 3875f607d6fa2304a8c8f076881fed63
size: 922
params:
params.yaml:
BATCH_SIZE: 16
IMAGE_SIZE:
- 224
- 224
- 3
outs:
- path: scores.json
hash: md5
md5: 0b786f2e64b467008a4bfd1f48f5c60a
size: 72