Datasets:
Tasks:
Image-to-Text
Sub-tasks:
image-captioning
Languages:
English
Size:
10M<n<100M
ArXiv:
License:
mariosasko
commited on
Commit
•
d9a112f
1
Parent(s):
7d06fc7
Make code for image downloading from image urls cacheable (#4218)
Browse files* Make code for image downloading from image urls cacheable
* Minor improvement in RedCaps card
* Minor fixes in formatting
Commit from https://github.com/huggingface/datasets/commit/6a201a6f8fb8837f37925e38c4cc69e92155120f
README.md
CHANGED
@@ -51,9 +51,9 @@ pretty_name: RedCaps
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## Dataset Description
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- **Homepage:** https://redcaps.xyz/
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- **Repository:**
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- **Paper:** https://arxiv.org/abs/2111.11431
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- **Leaderboard:**
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- **Point of Contact:** [Karan Desai](mailto:[email protected])
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@@ -84,13 +84,16 @@ from datasets import load_dataset
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from datasets.utils.file_utils import get_datasets_user_agent
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def fetch_single_image(image_url, timeout=None, retries=0):
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for _ in range(retries + 1):
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try:
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request = urllib.request.Request(
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image_url,
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data=None,
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headers={"user-agent":
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)
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with urllib.request.urlopen(request, timeout=timeout) as req:
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image = PIL.Image.open(io.BytesIO(req.read()))
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@@ -118,6 +121,8 @@ Some image links point to more than one image. You can process and downloaded th
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from concurrent.futures import ThreadPoolExecutor
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from functools import partial
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import io
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import urllib
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import PIL.Image
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@@ -127,13 +132,16 @@ from datasets import load_dataset
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from datasets.utils.file_utils import get_datasets_user_agent
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def fetch_single_image(image_url, timeout=None, retries=0):
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for _ in range(retries + 1):
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try:
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request = urllib.request.Request(
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image_url,
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data=None,
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headers={"user-agent":
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)
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with urllib.request.urlopen(request, timeout=timeout) as req:
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image = PIL.Image.open(io.BytesIO(req.read()))
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@@ -452,7 +460,7 @@ From the paper:
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### Citation Information
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```
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@misc{desai2021redcaps,
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title={RedCaps: web-curated image-text data created by the people, for the people},
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author={Karan Desai and Gaurav Kaul and Zubin Aysola and Justin Johnson},
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## Dataset Description
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- **Homepage:** [RedCaps homepage](https://redcaps.xyz/)
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- **Repository:** [RedCaps repository](https://github.com/redcaps-dataset/redcaps-downloader)
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- **Paper:** [RedCaps: web-curated image-text data created by the people, for the people](https://arxiv.org/abs/2111.11431)
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- **Leaderboard:**
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- **Point of Contact:** [Karan Desai](mailto:[email protected])
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from datasets.utils.file_utils import get_datasets_user_agent
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USER_AGENT = get_datasets_user_agent()
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def fetch_single_image(image_url, timeout=None, retries=0):
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for _ in range(retries + 1):
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try:
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request = urllib.request.Request(
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image_url,
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data=None,
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headers={"user-agent": USER_AGENT},
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)
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with urllib.request.urlopen(request, timeout=timeout) as req:
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image = PIL.Image.open(io.BytesIO(req.read()))
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from concurrent.futures import ThreadPoolExecutor
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from functools import partial
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import io
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import os
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import re
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import urllib
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import PIL.Image
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from datasets.utils.file_utils import get_datasets_user_agent
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USER_AGENT = get_datasets_user_agent()
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def fetch_single_image(image_url, timeout=None, retries=0):
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for _ in range(retries + 1):
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try:
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request = urllib.request.Request(
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image_url,
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data=None,
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headers={"user-agent": USER_AGENT},
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)
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with urllib.request.urlopen(request, timeout=timeout) as req:
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image = PIL.Image.open(io.BytesIO(req.read()))
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### Citation Information
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```bibtex
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@misc{desai2021redcaps,
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title={RedCaps: web-curated image-text data created by the people, for the people},
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author={Karan Desai and Gaurav Kaul and Zubin Aysola and Justin Johnson},
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