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hamehrabi
/
Project-DVC-FoodVision
connected to https://github.com/hamehrabi/Project-DVC-FoodVision.git

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dvc.yaml 6.2 KB
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  1. # add stages here 
    2. 

  2. # stages:
    3. 

  3. #   stage_name:
    4. 

  4. #     cmd: python src/stage_01______.py
    5. 

  5. #     deps:
    6. 

  6. #     - src/stage_01______.py
    7. 

  7. #     outs:
    8. 

  8. #     - output_data_of_file_path
    9. 

  9. 

  10. # add stages here 
    11. 

  11. stages:
    12. 

  12.   get_data:
    13. 

  13.     cmd: python src/stage_01_get_data.py --config=configs/config.yaml
    14. 

  14.     deps:
    15. 

  15.     - src/stage_01_get_data.py
    16. 

  16.     - src/utils/common.py
    17. 

  17.     - configs/config.yaml
    18. 

  18.     outs:
    19. 

  19.     - data/breakfast_burrito
    20. 

  20.     - data/gyoza
    21. 

  21.     - data/ravioli
    22. 

  22.     - data/gnocchi
    23. 

  23.     - data/spaghetti_carbonara
    24. 

  24.     - data/creme_brulee
    25. 

  25.     - data/cheese_plate
    26. 

  26.     - data/chocolate_cake
    27. 

  27.     - data/french_onion_soup
    28. 

  28.     - data/clam_chowder
    29. 

  29.     - data/hamburger
    30. 

  30.     - data/prime_rib
    31. 

  31.     - data/escargots
    32. 

  32.     - data/waffles
    33. 

  33.     - data/grilled_cheese_sandwich
    34. 

  34.     - data/omelette
    35. 

  35.     - data/hot_and_sour_soup
    36. 

  36.     - data/sashimi
    37. 

  37.     - data/ramen
    38. 

  38.     - data/pork_chop
    39. 

  39.     - data/eggs_benedict
    40. 

  40.     - data/pho
    41. 

  41.     - data/garlic_bread
    42. 

  42.     - data/panna_cotta
    43. 

  43.     - data/donuts
    44. 

  44.     - data/lasagna
    45. 

  45.     - data/mussels
    46. 

  46.     - data/steak
    47. 

  47.     - data/spring_rolls
    48. 

  48.     - data/hummus
    49. 

  49.     - data/fried_calamari
    50. 

  50.     - data/ceviche
    51. 

  51.     - data/dumplings
    52. 

  52.     - data/ice_cream
    53. 

  53.     - data/french_fries
    54. 

  54.     - data/tiramisu
    55. 

  55.     - data/seaweed_salad
    56. 

  56.     - data/samosa
    57. 

  57.     - data/beef_tartare
    58. 

  58.     - data/miso_soup
    59. 

  59.     - data/hot_dog
    60. 

  60.     - data/baklava
    61. 

  61.     - data/pulled_pork_sandwich
    62. 

  62.     - data/french_toast
    63. 

  63.     - data/baby_back_ribs
    64. 

  64.     - data/lobster_bisque
    65. 

  65.     - data/croque_madame
    66. 

  66.     - data/nachos
    67. 

  67.     - data/oysters
    68. 

  68.     - data/filet_mignon
    69. 

  69.     - data/pad_thai
    70. 

  70.     - data/club_sandwich
    71. 

  71.     - data/shrimp_and_grits
    72. 

  72.     - data/takoyaki
    73. 

  73.     - data/huevos_rancheros
    74. 

  74.     - data/paella
    75. 

  75.     - data/greek_salad
    76. 

  76.     - data/churros
    77. 

  77.     - data/chicken_curry
    78. 

  78.     - data/frozen_yogurt
    79. 

  79.     - data/chicken_wings
    80. 

  80.     - data/tuna_tartare
    81. 

  81.     - data/chicken_quesadilla
    82. 

  82.     - data/fried_rice
    83. 

  83.     - data/bread_pudding
    84. 

  84.     - data/strawberry_shortcake
    85. 

  85.     - data/red_velvet_cake
    86. 

  86.     - data/cup_cakes
    87. 

  87.     - data/cannoli
    88. 

  88.     - data/apple_pie
    89. 

  89.     - data/caesar_salad
    90. 

  90.     - data/peking_duck
    91. 

  91.     - data/guacamole
    92. 

  92.     - data/cheesecake
    93. 

  93.     - data/bruschetta
    94. 

  94.     - data/edamame
    95. 

  95.     - data/spaghetti_bolognese
    96. 

  96.     - data/lobster_roll_sandwich
    97. 

  97.     - data/beignets
    98. 

  98.     - data/risotto
    99. 

  99.     - data/bibimbap
    100. 

  100.     - data/poutine
    101. 

  101.     - data/beef_carpaccio
    102. 

  102.     - data/grilled_salmon
    103. 

  103.     - data/falafel
    104. 

  104.     - data/chocolate_mousse
    105. 

  105.     - data/sushi
    106. 

  106.     - data/macarons
    107. 

  107.     - data/tacos
    108. 

  108.     - data/foie_gras
    109. 

  109.     - data/scallops
    110. 

  110.     - data/pizza
    111. 

  111.     - data/carrot_cake
    112. 

  112.     - data/crab_cakes
    113. 

  113.     - data/macaroni_and_cheese
    114. 

  114.     - data/onion_rings
    115. 

  115.     - data/fish_and_chips
    116. 

  116.     - data/pancakes
    117. 

  117.     - data/deviled_eggs
    118. 

  118.     - data/caprese_salad
    119. 

  119.     - data/beet_salad
    120. 

  120. 

  121. 

  122.   prepare_base_model:
    123. 

  123.     cmd: python src/stage_02_prepare_base_model.py --config=configs/config.yaml --params=params.yaml
    124. 

  124.     deps:
    125. 

  125.     - src/stage_02_prepare_base_model.py
    126. 

  126.     - src/utils/common.py
    127. 

  127.     - src/utils/model.py
    128. 

  128.     - configs/config.yaml
    129. 

  129.     params:
    130. 

  130.     - IMAGE_SIZE
    131. 

  131.     - LEARNING_RATE
    132. 

  132.     outs:
    133. 

  133.     - artifacts/base_model/base_model.h5
    134. 

  134.     - artifacts/base_model/updated_base_model.h5
    135. 

  135. 

  136. 

  137.   prepare_callback:
    138. 

  138.     cmd: python src/stage_03_prepare_callback.py --config=configs/config.yaml
    139. 

  139.     deps:
    140. 

  140.     - src/stage_03_prepare_callback.py
    141. 

  141.     - src/utils/common.py
    142. 

  142.     - src/utils/callbacks.py
    143. 

  143.     - configs/config.yaml
    144. 

  144.     - params.yaml
    145. 

  145.     outs:
    146. 

  146.     - artifacts/callbacks/checkpoint_cb.cb
    147. 

  147.     - artifacts/callbacks/tensorboard_cb.cb
    148. 

  148. 

  149. 

  150.   train:
    151. 

  151.     cmd: python src/stage_04_train.py --config=configs/config.yaml --params=params.yaml
    152. 

  152.     deps:
    153. 

  153.     - src/stage_04_train.py
    154. 

  154.     - src/utils/common.py
    155. 

  155.     - src/utils/model.py
    156. 

  156.     - src/utils/callbacks.py
    157. 

  157.     - src/utils/data_management.py
    158. 

  158.     - configs/config.yaml
    159. 

  159.     - artifacts/callbacks/checkpoint_cb.cb
    160. 

  160.     - artifacts/callbacks/tensorboard_cb.cb
    161. 

  161.     - artifacts/base_model/updated_base_model.h5
    162. 

  162.     - data/breakfast_burrito
    163. 

  163.     - data/gyoza
    164. 

  164.     - data/ravioli
    165. 

  165.     - data/gnocchi
    166. 

  166.     - data/spaghetti_carbonara
    167. 

  167.     - data/creme_brulee
    168. 

  168.     - data/cheese_plate
    169. 

  169.     - data/chocolate_cake
    170. 

  170.     - data/french_onion_soup
    171. 

  171.     - data/clam_chowder
    172. 

  172.     - data/hamburger
    173. 

  173.     - data/prime_rib
    174. 

  174.     - data/escargots
    175. 

  175.     - data/waffles
    176. 

  176.     - data/grilled_cheese_sandwich
    177. 

  177.     - data/omelette
    178. 

  178.     - data/hot_and_sour_soup
    179. 

  179.     - data/sashimi
    180. 

  180.     - data/ramen
    181. 

  181.     - data/pork_chop
    182. 

  182.     - data/eggs_benedict
    183. 

  183.     - data/pho
    184. 

  184.     - data/garlic_bread
    185. 

  185.     - data/panna_cotta
    186. 

  186.     - data/donuts
    187. 

  187.     - data/lasagna
    188. 

  188.     - data/mussels
    189. 

  189.     - data/steak
    190. 

  190.     - data/spring_rolls
    191. 

  191.     - data/hummus
    192. 

  192.     - data/fried_calamari
    193. 

  193.     - data/ceviche
    194. 

  194.     - data/dumplings
    195. 

  195.     - data/ice_cream
    196. 

  196.     - data/french_fries
    197. 

  197.     - data/tiramisu
    198. 

  198.     - data/seaweed_salad
    199. 

  199.     - data/samosa
    200. 

  200.     - data/beef_tartare
    201. 

  201.     - data/miso_soup
    202. 

  202.     - data/hot_dog
    203. 

  203.     - data/baklava
    204. 

  204.     - data/pulled_pork_sandwich
    205. 

  205.     - data/french_toast
    206. 

  206.     - data/baby_back_ribs
    207. 

  207.     - data/lobster_bisque
    208. 

  208.     - data/croque_madame
    209. 

  209.     - data/nachos
    210. 

  210.     - data/oysters
    211. 

  211.     - data/filet_mignon
    212. 

  212.     - data/pad_thai
    213. 

  213.     - data/club_sandwich
    214. 

  214.     - data/shrimp_and_grits
    215. 

  215.     - data/takoyaki
    216. 

  216.     - data/huevos_rancheros
    217. 

  217.     - data/paella
    218. 

  218.     - data/greek_salad
    219. 

  219.     - data/churros
    220. 

  220.     - data/chicken_curry
    221. 

  221.     - data/frozen_yogurt
    222. 

  222.     - data/chicken_wings
    223. 

  223.     - data/tuna_tartare
    224. 

  224.     - data/chicken_quesadilla
    225. 

  225.     - data/fried_rice
    226. 

  226.     - data/bread_pudding
    227. 

  227.     - data/strawberry_shortcake
    228. 

  228.     - data/red_velvet_cake
    229. 

  229.     - data/cup_cakes
    230. 

  230.     - data/cannoli
    231. 

  231.     - data/apple_pie
    232. 

  232.     - data/caesar_salad
    233. 

  233.     - data/peking_duck
    234. 

  234.     - data/guacamole
    235. 

  235.     - data/cheesecake
    236. 

  236.     - data/bruschetta
    237. 

  237.     - data/edamame
    238. 

  238.     - data/spaghetti_bolognese
    239. 

  239.     - data/lobster_roll_sandwich
    240. 

  240.     - data/beignets
    241. 

  241.     - data/risotto
    242. 

  242.     - data/bibimbap
    243. 

  243.     - data/poutine
    244. 

  244.     - data/beef_carpaccio
    245. 

  245.     - data/grilled_salmon
    246. 

  246.     - data/falafel
    247. 

  247.     - data/chocolate_mousse
    248. 

  248.     - data/sushi
    249. 

  249.     - data/macarons
    250. 

  250.     - data/tacos
    251. 

  251.     - data/foie_gras
    252. 

  252.     - data/scallops
    253. 

  253.     - data/pizza
    254. 

  254.     - data/carrot_cake
    255. 

  255.     - data/crab_cakes
    256. 

  256.     - data/macaroni_and_cheese
    257. 

  257.     - data/onion_rings
    258. 

  258.     - data/fish_and_chips
    259. 

  259.     - data/pancakes
    260. 

  260.     - data/deviled_eggs
    261. 

  261.     - data/caprese_salad
    262. 

  262.     - data/beet_salad
    263. 

  263.     params:
    264. 

  264.     - IMAGE_SIZE
    265. 

  265.     - BATCH_SIZE
    266. 

  266.     - AUGMENTATION
    267. 

  267.     - EPOCHS
    268. 

  268.     outs:
    269. 

  269.     - artifacts/model
    270. 

  270.     - artifacts/tensorboard_log_dir
    271. 

  271.     - artifacts/checkpoints
    272.
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