Chapter 37
Resizing images to make them smaller to download
NotebookPython 3.9.7 64-bit (conda)6 cells
Resizing images to make them smaller to download
In [1]python · cell 2
python
!wget https://storage.googleapis.com/food-vision-image-playground/10_whole_foods.zip
!unzip -q 10_whole_foods.zipOutput
--2021-11-09 15:08:12-- https://storage.googleapis.com/food-vision-image-playground/10_whole_foods.zip Resolving storage.googleapis.com (storage.googleapis.com)... 142.250.71.80, 172.217.24.48, 172.217.167.112, ... Connecting to storage.googleapis.com (storage.googleapis.com)|142.250.71.80|:443... connected. HTTP request sent, awaiting response... 200 OK Length: 1408231082 (1.3G) [application/zip] Saving to: '10_whole_foods.zip’ 10_whole_foods.zip 100%[===================>] 1.31G 11.9MB/s in 1m 54s 2021-11-09 15:10:07 (11.8 MB/s) - '10_whole_foods.zip’ saved [1408231082/1408231082]
In [2]python · cell 3
python
from PIL import Image
import os
import pathlibIn [3]python · cell 4
python
# Get all files in targ dir
file_list = list(pathlib.Path("10_whole_foods/").glob("*/*/*.jpg"))
file_listOutput
[PosixPath('10_whole_foods/test/carrots/7d72ffdd-c1c5-4635-89d2-34fb4e5fbf31.jpg'),
PosixPath('10_whole_foods/test/carrots/50b5b9e8-9e41-4e31-b02e-205433d8bbee.jpg'),
PosixPath('10_whole_foods/test/carrots/19367379-ecd4-43f1-b4bf-8c6d0e42df7a.jpg'),
PosixPath('10_whole_foods/test/carrots/17a04fd6-b229-493c-b553-202c7fb7e990.jpg'),
PosixPath('10_whole_foods/test/carrots/ea8a4ff9-d176-4bfa-8e07-c2cc14707d8d.jpg'),
PosixPath('10_whole_foods/test/carrots/c22185f7-007e-42db-869f-9fcdd93b533e.jpg'),
PosixPath('10_whole_foods/test/carrots/f9ca45cc-c993-4213-b14d-d370320f41aa.jpg'),
PosixPath('10_whole_foods/test/carrots/a549c0e5-31a8-4267-b5ff-469ec7c3f350.jpg'),
PosixPath('10_whole_foods/test/carrots/4c82895c-6674-44f0-a5ea-9128874194ec.jpg'),
PosixPath('10_whole_foods/test/carrots/e35a7837-0ef6-4fa0-a56c-6d8afcd85230.jpg'),
PosixPath('10_whole_foods/test/carrots/d041f503-0b14-457c-9823-a01ac9a029f7.jpg'),
PosixPath('10_whole_foods/test/carrots/9a9f8ba7-dfed-4a62-9f9b-58d9806c26a2.jpg'),
PosixPath('10_whole_foods/test/carrots/373b2a05-3281-43d4-a6ab-f7230f4c4f38.jpg'),
PosixPath('10_whole_foods/test/carrots/f54b730a-51f5-4281-8193-fe211604ec65.jpg'),
PosixPath('10_whole_foods/test/carrots/7c182ab7-4f8e-4a20-9b95-d9f087b3c1db.jpg'),
PosixPath('10_whole_foods/test/carrots/70571126-3501-4aff-a104-dfb13a1a2c83.jpg'),
PosixPath('10_whole_foods/test/carrots/c8283750-34b8-4740-b99f-e05ccf067a91.jpg'),
PosixPath('10_whole_foods/test/mushrooms/3df09847-72c8-4814-8f2b-a4ba6bf2a682.jpg'),
PosixPath('10_whole_foods/test/mushrooms/46718310-c8a7-4477-b2e0-922b97227098.jpg'),
PosixPath('10_whole_foods/test/mushrooms/5d0485ef-2418-4cd0-ab73-58ce9a99da9a.jpg'),
PosixPath('10_whole_foods/test/mushrooms/c54b09d4-b372-4ca2-acde-18417f7e26d8.jpg'),
PosixPath('10_whole_foods/test/mushrooms/6bdfc054-2afd-4429-a03b-8c7ca43e81d7.jpg'),
PosixPath('10_whole_foods/test/mushrooms/a13f76f1-bdf1-41e8-a326-c1bec1b6aa6c.jpg'),
PosixPath('10_whole_foods/test/mushrooms/d34c8181-806f-43d1-8204-a8ee0e8e667c.jpg'),
PosixPath('10_whole_foods/test/mushrooms/50488d78-d44c-4e3c-91b0-115c164d09b4.jpg'),
PosixPath('10_whole_foods/test/mushrooms/6db09dc0-89f0-4957-9bf6-6d2c5d2fb29e.jpg'),
PosixPath('10_whole_foods/test/mushrooms/301f0994-427b-43e0-9b09-b31b782bc8d2.jpg'),
PosixPath('10_whole_foods/test/mushrooms/26cba37d-5865-4656-85b9-aec315f24af5.jpg'),
PosixPath('10_whole_foods/test/apple/785976d8-1e6f-460a-9770-50d4e811d80b.jpg'),
PosixPath('10_whole_foods/test/apple/6e8eb37d-7ba4-4842-9b04-073323132a02.jpg'),
PosixPath('10_whole_foods/test/apple/df258910-d582-4e68-aa42-a5168289b87a.jpg'),
PosixPath('10_whole_foods/test/apple/f7adecb7-06ac-4d7b-95a6-0dfe0bfbc45d.jpg'),
PosixPath('10_whole_foods/test/apple/6495a9ce-1dfb-447f-b27c-fc50e56670fa.jpg'),
PosixPath('10_whole_foods/test/apple/9e79d618-d21b-4092-8530-8b735800ba03.jpg'),
PosixPath('10_whole_foods/test/apple/cc5698c5-69bf-4915-beaa-b9a1829ce77c.jpg'),
PosixPath('10_whole_foods/test/apple/9481309c-5ae0-4a8a-ac28-273ef0e1f4a5.jpg'),
PosixPath('10_whole_foods/test/apple/8d158300-6a0b-4187-9f4f-7dce0a615417.jpg'),
PosixPath('10_whole_foods/test/apple/8ac6f821-7411-4aeb-b128-32cb56c0dc0b.jpg'),
PosixPath('10_whole_foods/test/apple/2dceed6f-5b7f-4033-ad4b-257218dd5252.jpg'),
PosixPath('10_whole_foods/test/apple/9d3b3d87-c2ac-4b58-87b1-bff133e807c7.jpg'),
PosixPath('10_whole_foods/test/apple/94797992-241c-4662-8bb0-8ce4ef495cfd.jpg'),
PosixPath('10_whole_foods/test/apple/9e174612-5ea7-4c2a-9932-0f47128a00ff.jpg'),
PosixPath('10_whole_foods/test/apple/1ba1cdf1-0bb0-4d24-abba-880216564dd0.jpg'),
PosixPath('10_whole_foods/test/apple/39055078-d3f3-49e8-92a5-106a3babf657.jpg'),
PosixPath('10_whole_foods/test/apple/767a5100-6e9c-4ac5-9422-1e056514257a.jpg'),
PosixPath('10_whole_foods/test/strawberries/4f7b16f3-d936-4164-87f7-daf18fc08c87.jpg'),
PosixPath('10_whole_foods/test/strawberries/426be94a-b621-43fb-b001-485bb800f891.jpg'),
PosixPath('10_whole_foods/test/strawberries/24be2ef9-d2d5-46f6-9884-100974cf1ee5.jpg'),
PosixPath('10_whole_foods/test/strawberries/c5e318cc-23ce-42ad-a4bf-acfe6e8b91fb.jpg'),
PosixPath('10_whole_foods/test/strawberries/3446ddae-72a8-4268-beee-018f4df5a5f2.jpg'),
PosixPath('10_whole_foods/test/strawberries/18715d64-21ca-4ba7-a66a-46b88a358c99.jpg'),
PosixPath('10_whole_foods/test/strawberries/2a46c8c5-f0b2-45a6-a9c8-ddea7e6b9cb3.jpg'),
PosixPath('10_whole_foods/test/strawberries/02c10df1-f261-41a6-ac50-a204499ea6f8.jpg'),
PosixPath('10_whole_foods/test/strawberries/6089dcdf-a246-4dea-8da6-66cd5820f362.jpg'),
PosixPath('10_whole_foods/test/strawberries/4c9d4c37-0e39-4def-bb78-1bd5f18a1f41.jpg'),
PosixPath('10_whole_foods/test/blueberries/d35ad448-a95a-4d27-aa8f-5fe1a96b4fc7.jpg'),
PosixPath('10_whole_foods/test/blueberries/e9590c3f-c1f7-4460-b895-b558b94a8af9.jpg'),
PosixPath('10_whole_foods/test/blueberries/84cf917d-7d98-4a0f-804c-d74bcb562915.jpg'),
PosixPath('10_whole_foods/test/blueberries/02c1a4cb-97e2-410c-8d70-6eb46ed93798.jpg'),
PosixPath('10_whole_foods/test/blueberries/3f70449f-24ac-4d98-b8d6-87291548da66.jpg'),
PosixPath('10_whole_foods/test/blueberries/f3d12761-e267-49f1-b7f6-260d2199fba8.jpg'),
PosixPath('10_whole_foods/test/blueberries/970ee4ed-5cea-44dd-acd5-e027d8aaffef.jpg'),
PosixPath('10_whole_foods/test/blueberries/8ed4110f-8c64-4b61-9920-493525f9b659.jpg'),
PosixPath('10_whole_foods/test/blueberries/c9e6d647-e4d9-4a4c-a80e-46b9d7beca95.jpg'),
PosixPath('10_whole_foods/test/blueberries/04f98519-9940-4b9e-b7d4-982205c3ddf3.jpg'),
PosixPath('10_whole_foods/test/blueberries/573df8c6-9c7d-47b2-b717-05ed1072d0df.jpg'),
PosixPath('10_whole_foods/test/blueberries/f4b319f6-b8e8-4e0f-bdc9-4f8fd4e953b8.jpg'),
PosixPath('10_whole_foods/test/blueberries/5f599d31-67af-4cb5-9844-3c98776c09f1.jpg'),
PosixPath('10_whole_foods/test/blueberries/3e28919a-99c2-4660-878c-906d4e0d9a44.jpg'),
PosixPath('10_whole_foods/test/blueberries/6052eae9-32eb-41c8-8d3b-4110252b8360.jpg'),
PosixPath('10_whole_foods/test/blueberries/e6b79ca1-f0b7-42a7-a133-bd62a527aa7a.jpg'),
PosixPath('10_whole_foods/test/blueberries/c68ca706-7eec-4f9c-b962-82f24cab18df.jpg'),
PosixPath('10_whole_foods/test/blueberries/a5f49477-7928-4748-97d4-aebea2ecd21b.jpg'),
PosixPath('10_whole_foods/test/blueberries/de77c967-60bd-43c5-9e69-0ae4fee426cc.jpg'),
PosixPath('10_whole_foods/test/banana/c0c39e49-b08d-4681-ae2f-e1c762f8e4c7.jpg'),
PosixPath('10_whole_foods/test/banana/97d70397-7cd9-4db4-98f5-7304562d5acc.jpg'),
PosixPath('10_whole_foods/test/banana/218da1be-6acc-4285-95fe-affe0b4468b1.jpg'),
PosixPath('10_whole_foods/test/banana/10deaf70-13ee-498d-8e84-da24bc852dac.jpg'),
PosixPath('10_whole_foods/test/banana/588b8e0c-9195-4789-bb41-2b709602cf67.jpg'),
PosixPath('10_whole_foods/test/banana/b914653a-e72b-4341-a4d4-1ec4c170b701.jpg'),
PosixPath('10_whole_foods/test/banana/132e339b-0a17-4d26-bc63-21bfba9acd10.jpg'),
PosixPath('10_whole_foods/test/banana/03aaa2f4-d8a1-474b-9ac4-4d9f113845a9.jpg'),
PosixPath('10_whole_foods/test/banana/bdcade73-3338-4069-b91d-3520ee103bc3.jpg'),
PosixPath('10_whole_foods/test/banana/1f172c71-5343-4a1f-bccb-209f72cabf10.jpg'),
PosixPath('10_whole_foods/test/banana/b33e31f6-0a9a-4d64-90c0-b611d98f33fb.jpg'),
PosixPath('10_whole_foods/test/banana/0422826d-4613-46fd-a09f-4837ea175059.jpg'),
PosixPath('10_whole_foods/test/banana/ecc72aa4-ddee-4420-9bf3-0710b5ccedb9.jpg'),
PosixPath('10_whole_foods/test/banana/da0aace0-fab5-4593-ace8-4fffc200d19a.jpg'),
PosixPath('10_whole_foods/test/banana/0cebbe7b-1a54-45d8-b781-cb84bf844a36.jpg'),
PosixPath('10_whole_foods/test/banana/fc75dafb-d295-41b3-bef8-416671606936.jpg'),
PosixPath('10_whole_foods/test/banana/864907b8-2e48-4bc3-9082-94ae34fdc870.jpg'),
PosixPath('10_whole_foods/test/banana/4b10e023-62ce-404f-b97e-f7d68815ec3d.jpg'),
PosixPath('10_whole_foods/test/banana/b8dc95e8-cafb-4352-881a-77cff58ef0c1.jpg'),
PosixPath('10_whole_foods/test/banana/a9046e2b-e176-4dfd-bcfc-22103c0c868e.jpg'),
PosixPath('10_whole_foods/test/beef/40e9f146-86ad-4e21-bd43-127d146adf1a.jpg'),
PosixPath('10_whole_foods/test/beef/8fc88bc6-d4e2-4b66-bf53-2c3066472eac.jpg'),
PosixPath('10_whole_foods/test/beef/8ac4951e-339e-4eb6-bf59-3cb646eae467.jpg'),
PosixPath('10_whole_foods/test/beef/31f26dce-0f9d-4df5-a430-7badbc1bc805.jpg'),
PosixPath('10_whole_foods/test/beef/065b8b18-30af-47d2-9112-568edf80040b.jpg'),
PosixPath('10_whole_foods/test/beef/349b5922-8ad0-4a14-befb-647fa467f833.jpg'),
PosixPath('10_whole_foods/test/beef/718df741-f22e-4de6-a411-50050efbbcb6.jpg'),
PosixPath('10_whole_foods/test/beef/74272871-b38e-4c9b-88d2-e6c84941b627.jpg'),
PosixPath('10_whole_foods/test/beef/a558ae64-388f-4017-965e-11ad3d260829.jpg'),
PosixPath('10_whole_foods/test/beef/760835d5-43b4-49e5-80b0-242bb68cf6d8.jpg'),
PosixPath('10_whole_foods/test/beef/5b7d3396-ea8a-43b7-8722-b8b5f14f3c55.jpg'),
PosixPath('10_whole_foods/test/beef/1eb4cdd2-2fc2-455f-a1dc-d119f8507624.jpg'),
PosixPath('10_whole_foods/test/beef/51e0a203-b5f9-4e7e-8182-047b3c5e0582.jpg'),
PosixPath('10_whole_foods/test/beef/3822c51e-a0fe-44a8-be85-1994277b8c00.jpg'),
PosixPath('10_whole_foods/test/beef/6c8d472b-c4ef-4b6a-9154-6a82613fe103.jpg'),
PosixPath('10_whole_foods/test/beef/45e95f35-2581-4712-a76e-e31d54c29b53.jpg'),
PosixPath('10_whole_foods/test/beef/a6948608-6905-430c-88ae-05f6d47997cf.jpg'),
PosixPath('10_whole_foods/test/beef/75869cbb-2521-494a-aae6-8386f5d0962d.jpg'),
PosixPath('10_whole_foods/test/beef/6181460d-3e46-48be-9836-884cca7af601.jpg'),
PosixPath('10_whole_foods/test/beef/b0795b64-9e1e-450b-aead-81b33aa6253d.jpg'),
PosixPath('10_whole_foods/test/beef/e9c0f960-4d18-4971-b58b-4af83104622d.jpg'),
PosixPath('10_whole_foods/test/egg/88c524f1-8773-46bc-ab22-cb357f33ea83.jpg'),
PosixPath('10_whole_foods/test/egg/d872e574-883c-4eed-ae86-0cc50086c7c9.jpg'),
PosixPath('10_whole_foods/test/egg/4474b349-0fc6-41c1-b8b4-e2e41e0fc04e.jpg'),
PosixPath('10_whole_foods/test/egg/466eb7ff-dae1-4170-ac70-ad4011c98ba9.jpg'),
PosixPath('10_whole_foods/test/egg/9a457892-5da2-42ad-8262-e6f8f26ce696.jpg'),
PosixPath('10_whole_foods/test/egg/caff6107-27a0-4814-8f8c-bac5017d971b.jpg'),
PosixPath('10_whole_foods/test/egg/9aa40bae-adee-4f9c-9e6a-63a8de3953ea.jpg'),
PosixPath('10_whole_foods/test/egg/2c94e802-195f-47f2-997c-860e97721bf2.jpg'),
PosixPath('10_whole_foods/test/egg/e33f025a-e85d-4151-90c8-3bcc1dcf4ce8.jpg'),
PosixPath('10_whole_foods/test/egg/4048dfda-e49f-48ea-8bb7-8cd20b6da825.jpg'),
PosixPath('10_whole_foods/test/egg/5c49c661-c34a-4af6-b168-ecd2409af889.jpg'),
PosixPath('10_whole_foods/test/egg/a66d327a-c1a2-4d64-be05-c12228af5cd0.jpg'),
PosixPath('10_whole_foods/test/egg/c57f0377-c5e9-4a8d-ba24-55146286879c.jpg'),
PosixPath('10_whole_foods/test/egg/854efa1d-8f7a-4116-bd2e-d7e904acc3c8.jpg'),
PosixPath('10_whole_foods/test/egg/ebfbc4ba-2a6e-4a83-9926-dd175a6c75fb.jpg'),
PosixPath('10_whole_foods/test/honey/88fb8f81-b354-44b3-9c6c-b41c78920ccd.jpg'),
PosixPath('10_whole_foods/test/honey/bcb8300d-de3c-4835-925c-8c1f59489c43.jpg'),
PosixPath('10_whole_foods/test/honey/18e87ac8-97eb-4db0-9a14-0a4b76822239.jpg'),
PosixPath('10_whole_foods/test/honey/33fc615c-2970-40f1-90c8-29e228f35645.jpg'),
PosixPath('10_whole_foods/test/honey/15f10f21-1437-4fa9-b8d4-c0da42ed42cf.jpg'),
PosixPath('10_whole_foods/test/honey/e3f57355-42f3-4884-bcc4-7ca426c6afac.jpg'),
PosixPath('10_whole_foods/test/honey/7f8a31d5-40f5-46a6-b565-e4a81c7f9583.jpg'),
PosixPath('10_whole_foods/test/honey/dc37b3a3-3150-4d18-aa30-66ac65fe198b.jpg'),
PosixPath('10_whole_foods/test/honey/33840370-550e-47f1-acb6-0ea3d5d88fbe.jpg'),
PosixPath('10_whole_foods/test/honey/83b04727-a04a-4956-82be-a05974d5b660.jpg'),
PosixPath('10_whole_foods/test/honey/2bded0ea-d234-4527-bd12-bda19bbbc6e0.jpg'),
PosixPath('10_whole_foods/test/honey/34034eb3-a0cf-4307-aef3-e7ff012602ab.jpg'),
PosixPath('10_whole_foods/test/honey/2c23e06f-c8ec-459d-86f9-55c0a0d1bd8b.jpg'),
PosixPath('10_whole_foods/test/honey/d774b271-e511-4105-b1d1-144dadaa9ae4.jpg'),
PosixPath('10_whole_foods/test/honey/d86d17b8-6f9a-4f0a-94d8-118dcd2bbbaf.jpg'),
PosixPath('10_whole_foods/test/honey/ead191dd-c069-4e7f-8168-637a4434fcb5.jpg'),
PosixPath('10_whole_foods/test/honey/8ad32c62-bf32-443b-8c4e-ca7a222dda5d.jpg'),
PosixPath('10_whole_foods/test/honey/08b67fac-f62c-44e0-a6b8-8e7719e740b3.jpg'),
PosixPath('10_whole_foods/test/honey/1c1bb7e6-a862-4741-9997-81d30f141b77.jpg'),
PosixPath('10_whole_foods/test/chicken_wings/3f0844f0-83c6-4b41-8fb3-b30d5e9a1cc3.jpg'),
PosixPath('10_whole_foods/test/chicken_wings/d2634871-6341-4213-9226-0ee47172e497.jpg'),
PosixPath('10_whole_foods/test/chicken_wings/540b2069-0bbe-4360-b199-d2ee120e2f9b.jpg'),
PosixPath('10_whole_foods/test/chicken_wings/a042e2c8-320b-4e93-a4d0-67fa02ea30d9.jpg'),
PosixPath('10_whole_foods/test/chicken_wings/67632dd3-85c6-4a40-859e-256906728a81.jpg'),
PosixPath('10_whole_foods/test/chicken_wings/ac075575-083a-40d0-881d-e0fd0b73a4bc.jpg'),
PosixPath('10_whole_foods/test/chicken_wings/4ff15e99-6497-408c-8644-f564a12c3d01.jpg'),
PosixPath('10_whole_foods/test/chicken_wings/783ce836-425b-4c3b-9ade-d857bc35abf1.jpg'),
PosixPath('10_whole_foods/test/chicken_wings/b227edab-4e3a-457a-931d-658887a7ec04.jpg'),
PosixPath('10_whole_foods/test/chicken_wings/4854163b-ab7b-457b-b608-599c795c2919.jpg'),
PosixPath('10_whole_foods/test/chicken_wings/44711bc5-0c1d-49dd-86fb-ca17535c4cd3.jpg'),
PosixPath('10_whole_foods/test/chicken_wings/c58c1a7a-fb78-45f1-a5db-c27577b5274d.jpg'),
PosixPath('10_whole_foods/test/chicken_wings/c80f6ed8-7891-4e77-8bb2-fda8ca55f651.jpg'),
PosixPath('10_whole_foods/test/chicken_wings/9bebb0db-9354-4c29-96d3-77e54161501c.jpg'),
PosixPath('10_whole_foods/test/chicken_wings/e5ffefd3-cc2f-47bf-abea-e9000ce9af30.jpg'),
PosixPath('10_whole_foods/train/carrots/0b4d1e07-72b3-4147-a384-cb1a63608c67.jpg'),
PosixPath('10_whole_foods/train/carrots/b93633fc-d534-4d48-b0db-a63fda251c37.jpg'),
PosixPath('10_whole_foods/train/carrots/d92fe934-c76d-4c7b-b9de-b12b38c2a92b.jpg'),
PosixPath('10_whole_foods/train/carrots/8385fdb4-009b-40b4-b438-a6b26073d0ed.jpg'),
PosixPath('10_whole_foods/train/carrots/243992ec-683e-468c-a1f8-e3ea911457cd.jpg'),
PosixPath('10_whole_foods/train/carrots/e1735767-0e26-4f2c-a799-0f710d40325a.jpg'),
PosixPath('10_whole_foods/train/carrots/ceafd3ba-4fde-4523-8445-cfe5f7e8ee99.jpg'),
PosixPath('10_whole_foods/train/carrots/65f5acc8-e10c-4878-82db-6bafd3daa56d.jpg'),
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PosixPath('10_whole_foods/train/chicken_wings/bee4fa29-cd6d-4feb-b1c3-5cbf3557b689.jpg'),
PosixPath('10_whole_foods/train/chicken_wings/d81fc430-630f-4a3c-937d-ed8d350d00c1.jpg'),
PosixPath('10_whole_foods/train/chicken_wings/e646e512-a93b-4c05-a75f-aab1d4b4bb3d.jpg'),
PosixPath('10_whole_foods/train/chicken_wings/0c4afa01-91fb-43f2-be0a-b0e55c0d407a.jpg'),
PosixPath('10_whole_foods/train/chicken_wings/cf0aba9a-0d3f-47e8-9420-78597cfd0a8d.jpg'),
PosixPath('10_whole_foods/train/chicken_wings/6dcad646-8a5c-44fa-a5b6-d24cae2422a5.jpg'),
PosixPath('10_whole_foods/train/chicken_wings/40d8f689-0cf8-487b-9f71-6de66001848b.jpg'),
PosixPath('10_whole_foods/train/chicken_wings/2f321266-74ba-428c-b7fb-8779a08ff9c8.jpg'),
PosixPath('10_whole_foods/train/chicken_wings/d71ea7cb-b3a1-45db-846f-cd2553f38434.jpg')]In [4]python · cell 5
python
len(file_list) Output
818
In [17]python · cell 6
python
# Reshape images to 800x800
size = 800, 800
targ_dir = "../data/"
# Resize images
for filepath in file_list:
img = Image.open(filepath).convert("RGB")
img.thumbnail(size, Image.ANTIALIAS)
save_path = pathlib.Path(targ_dir, filepath)
print(f"Saving resized image from: {filepath} \nto: {save_path}")
os.makedirs(save_path.parent, exist_ok=True)
img.save(save_path, format="JPEG")Output
Saving resized image from: 10_whole_foods/test/carrots/7d72ffdd-c1c5-4635-89d2-34fb4e5fbf31.jpg to: data/10_whole_foods/test/carrots/7d72ffdd-c1c5-4635-89d2-34fb4e5fbf31.jpg Saving resized image from: 10_whole_foods/test/carrots/50b5b9e8-9e41-4e31-b02e-205433d8bbee.jpg to: data/10_whole_foods/test/carrots/50b5b9e8-9e41-4e31-b02e-205433d8bbee.jpg Saving resized image from: 10_whole_foods/test/carrots/19367379-ecd4-43f1-b4bf-8c6d0e42df7a.jpg to: data/10_whole_foods/test/carrots/19367379-ecd4-43f1-b4bf-8c6d0e42df7a.jpg Saving resized image from: 10_whole_foods/test/carrots/17a04fd6-b229-493c-b553-202c7fb7e990.jpg to: data/10_whole_foods/test/carrots/17a04fd6-b229-493c-b553-202c7fb7e990.jpg Saving resized image from: 10_whole_foods/test/carrots/ea8a4ff9-d176-4bfa-8e07-c2cc14707d8d.jpg to: data/10_whole_foods/test/carrots/ea8a4ff9-d176-4bfa-8e07-c2cc14707d8d.jpg Saving resized image from: 10_whole_foods/test/carrots/c22185f7-007e-42db-869f-9fcdd93b533e.jpg to: data/10_whole_foods/test/carrots/c22185f7-007e-42db-869f-9fcdd93b533e.jpg Saving resized image from: 10_whole_foods/test/carrots/f9ca45cc-c993-4213-b14d-d370320f41aa.jpg to: data/10_whole_foods/test/carrots/f9ca45cc-c993-4213-b14d-d370320f41aa.jpg Saving resized image from: 10_whole_foods/test/carrots/a549c0e5-31a8-4267-b5ff-469ec7c3f350.jpg to: data/10_whole_foods/test/carrots/a549c0e5-31a8-4267-b5ff-469ec7c3f350.jpg Saving resized image from: 10_whole_foods/test/carrots/4c82895c-6674-44f0-a5ea-9128874194ec.jpg to: data/10_whole_foods/test/carrots/4c82895c-6674-44f0-a5ea-9128874194ec.jpg Saving resized image from: 10_whole_foods/test/carrots/e35a7837-0ef6-4fa0-a56c-6d8afcd85230.jpg to: data/10_whole_foods/test/carrots/e35a7837-0ef6-4fa0-a56c-6d8afcd85230.jpg Saving resized image from: 10_whole_foods/test/carrots/d041f503-0b14-457c-9823-a01ac9a029f7.jpg to: data/10_whole_foods/test/carrots/d041f503-0b14-457c-9823-a01ac9a029f7.jpg Saving resized image from: 10_whole_foods/test/carrots/9a9f8ba7-dfed-4a62-9f9b-58d9806c26a2.jpg to: data/10_whole_foods/test/carrots/9a9f8ba7-dfed-4a62-9f9b-58d9806c26a2.jpg Saving resized image from: 10_whole_foods/test/carrots/373b2a05-3281-43d4-a6ab-f7230f4c4f38.jpg to: data/10_whole_foods/test/carrots/373b2a05-3281-43d4-a6ab-f7230f4c4f38.jpg Saving resized image from: 10_whole_foods/test/carrots/f54b730a-51f5-4281-8193-fe211604ec65.jpg to: data/10_whole_foods/test/carrots/f54b730a-51f5-4281-8193-fe211604ec65.jpg Saving resized image from: 10_whole_foods/test/carrots/7c182ab7-4f8e-4a20-9b95-d9f087b3c1db.jpg to: data/10_whole_foods/test/carrots/7c182ab7-4f8e-4a20-9b95-d9f087b3c1db.jpg Saving resized image from: 10_whole_foods/test/carrots/70571126-3501-4aff-a104-dfb13a1a2c83.jpg to: data/10_whole_foods/test/carrots/70571126-3501-4aff-a104-dfb13a1a2c83.jpg Saving resized image from: 10_whole_foods/test/carrots/c8283750-34b8-4740-b99f-e05ccf067a91.jpg to: data/10_whole_foods/test/carrots/c8283750-34b8-4740-b99f-e05ccf067a91.jpg Saving resized image from: 10_whole_foods/test/mushrooms/3df09847-72c8-4814-8f2b-a4ba6bf2a682.jpg to: data/10_whole_foods/test/mushrooms/3df09847-72c8-4814-8f2b-a4ba6bf2a682.jpg Saving resized image from: 10_whole_foods/test/mushrooms/46718310-c8a7-4477-b2e0-922b97227098.jpg to: data/10_whole_foods/test/mushrooms/46718310-c8a7-4477-b2e0-922b97227098.jpg Saving resized image from: 10_whole_foods/test/mushrooms/5d0485ef-2418-4cd0-ab73-58ce9a99da9a.jpg to: data/10_whole_foods/test/mushrooms/5d0485ef-2418-4cd0-ab73-58ce9a99da9a.jpg Saving resized image from: 10_whole_foods/test/mushrooms/c54b09d4-b372-4ca2-acde-18417f7e26d8.jpg to: data/10_whole_foods/test/mushrooms/c54b09d4-b372-4ca2-acde-18417f7e26d8.jpg Saving resized image from: 10_whole_foods/test/mushrooms/6bdfc054-2afd-4429-a03b-8c7ca43e81d7.jpg to: data/10_whole_foods/test/mushrooms/6bdfc054-2afd-4429-a03b-8c7ca43e81d7.jpg Saving resized image from: 10_whole_foods/test/mushrooms/a13f76f1-bdf1-41e8-a326-c1bec1b6aa6c.jpg to: data/10_whole_foods/test/mushrooms/a13f76f1-bdf1-41e8-a326-c1bec1b6aa6c.jpg Saving resized image from: 10_whole_foods/test/mushrooms/d34c8181-806f-43d1-8204-a8ee0e8e667c.jpg to: data/10_whole_foods/test/mushrooms/d34c8181-806f-43d1-8204-a8ee0e8e667c.jpg Saving resized image from: 10_whole_foods/test/mushrooms/50488d78-d44c-4e3c-91b0-115c164d09b4.jpg to: data/10_whole_foods/test/mushrooms/50488d78-d44c-4e3c-91b0-115c164d09b4.jpg Saving resized image from: 10_whole_foods/test/mushrooms/6db09dc0-89f0-4957-9bf6-6d2c5d2fb29e.jpg to: data/10_whole_foods/test/mushrooms/6db09dc0-89f0-4957-9bf6-6d2c5d2fb29e.jpg Saving resized image from: 10_whole_foods/test/mushrooms/301f0994-427b-43e0-9b09-b31b782bc8d2.jpg to: data/10_whole_foods/test/mushrooms/301f0994-427b-43e0-9b09-b31b782bc8d2.jpg Saving resized image from: 10_whole_foods/test/mushrooms/26cba37d-5865-4656-85b9-aec315f24af5.jpg to: data/10_whole_foods/test/mushrooms/26cba37d-5865-4656-85b9-aec315f24af5.jpg Saving resized image from: 10_whole_foods/test/apple/785976d8-1e6f-460a-9770-50d4e811d80b.jpg to: data/10_whole_foods/test/apple/785976d8-1e6f-460a-9770-50d4e811d80b.jpg Saving resized image from: 10_whole_foods/test/apple/6e8eb37d-7ba4-4842-9b04-073323132a02.jpg to: data/10_whole_foods/test/apple/6e8eb37d-7ba4-4842-9b04-073323132a02.jpg Saving resized image from: 10_whole_foods/test/apple/df258910-d582-4e68-aa42-a5168289b87a.jpg to: data/10_whole_foods/test/apple/df258910-d582-4e68-aa42-a5168289b87a.jpg Saving resized image from: 10_whole_foods/test/apple/f7adecb7-06ac-4d7b-95a6-0dfe0bfbc45d.jpg to: data/10_whole_foods/test/apple/f7adecb7-06ac-4d7b-95a6-0dfe0bfbc45d.jpg Saving resized image from: 10_whole_foods/test/apple/6495a9ce-1dfb-447f-b27c-fc50e56670fa.jpg to: data/10_whole_foods/test/apple/6495a9ce-1dfb-447f-b27c-fc50e56670fa.jpg Saving resized image from: 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