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szneztrx3xmc1.png | "A sign in a field that says 'Grow Zone' and is surrounded by tall grass. | 3,120 | 4,160 |
pgv7j8m91l6c1.png | A sign for Chicago Lake vodka that is $9.99. | 494 | 684 |
v58uvxj3gq2c1.png | "This is a Stanley Security Solutions sign that promotes their laser beams and poison beams. | 4,284 | 5,712 |
1y47h3b2b13c1.png | A yellow sign with black lettering that reads "This door to remain closed to protect organ blower. - L. E. Johnson". | 1,080 | 810 |
s2au3m9rvh9c1.png | A black sign with white and red lettering that says "A Touch of Beauty Celebrate Canada Day Wax Your Beaver". | 1,080 | 764 |
w4kiefg1xmic1.png | Please do not touch, lick, stroke or mount the exhibits. | 1,070 | 1,423 |
xtnitjlfo9hc1.png | A sign in front of a door that says "Not a Strip Club" and is written in chalk. | 517 | 919 |
l1ubs02ckx5c1.png | A sign that says "No Skin Soul Service" and "We reserve the right to refuse service to skeletons or ghouls or wreaths allowed on this property. | 971 | 1,296 |
q2a3ewpqmjfc1.png | "A sign on a wall that says 'The Open Computer Lab is permanently closed' and is a computer monitor. | 1,080 | 1,440 |
36cuu5a4n2cc1.png | "Roommate wanted" sign that is looking for a single male (44) to share a room with. | 515 | 643 |
fru3281eep9c1.png | "A speed limit sign on a residential street with the numbers 30 and 20 on the road. | 1,080 | 1,093 |
sz9ila569h0d1.png | A yellow diamond-shaped sign with a black silhouette of a person falling off a bicycle is mounted on a metal pole. The sign is placed in front of a tree and an American flag. | 2,268 | 4,032 |
5db1qvhwlq0d1.png | "A sign with a tank and a red circle with a line through it that says 'no climbing on tank'. | 3,468 | 4,624 |
xim5ikxwyb8c1.png | "An inflatable Yoda from Star Wars is on sale for $36.99 at a store. | 720 | 864 |
pgtfv8aagxdc1.png | A sign for Carroll County Veterinary Clinic with a message about a cat and a dog. | 1,080 | 968 |
phjuvt2msi7c1.png | A sign in front of a shelf of Trojan condoms that says "Please do not open or try on product before you thank you". | 564 | 423 |
zi7xsz7nw1ac1.png | "Caution Construction Site" | 512 | 384 |
w5wazem5u39c1.png | A sign for Pepsi park and blow with a rusty pole. | 274 | 500 |
706xu400uvmc1.png | "A yellow caution sign in the woods warning people to watch for children, hikers, bicycles, and sasquatch. | 900 | 1,200 |
2chplxfl0ekc1.png | A pole with stickers on it that says "Animal" and "Offroaders". | 4,032 | 3,024 |
bo46kuefzapc1.png | "A billboard sign for Dutch's Trade and Loan, advertising over 175 guitars in stock and 3 banjos. | 2,048 | 1,363 |
8e06anmiep9c1.png | "A Wendy's sign with a message that says 'Quality is our recipe' and a subtext that says 'Try our new sandwich'. | 1,080 | 1,760 |
9uj1r54zcrlc1.png | A sign that says d'angelo grilled sandwiches with a note underneath that says football fall go together like steak cheese. | 889 | 896 |
4kgemk84avlc1.png | A black sign with white lettering that says "Please leave before entering. | 720 | 960 |
z3qyv3yi713c1.png | "A sign on a beach that says 'Danger Alligator' and 'No Beach Is Open for Swimming'". | 350 | 467 |
ak98qdm7x38c1.png | A sign that reads "If you really want to sniff something then please sniff your wife's friend's neighbor's white powder for life and see you banned from building we are watching you. | 589 | 960 |
jy7wyglf2qgc1.png | A sign that says "Drive-Thru It's Back! Chocolate Pens" with a red and black Arby's logo on it. | 1,075 | 1,028 |
oy709dndbm2c1.png | A red and white sign that says "Condom Knowledge" is displayed above the entrance of a building. | 461 | 461 |
v92snf0igi7c1.png | A sign for an auto parts store that says "Brake that won't slow you down" with a red circle around it. | 720 | 720 |
qm970keg4acc1.png | A sign in a field welcoming people to Lawrenceville with a population of 1399. | 299 | 509 |
gmpdol9ryq2c1.png | A sign in a parking lot that says "Help create miracles for local kids. Marlboro beersales 8A-10P". | 542 | 542 |
9zut41cd6jdc1.png | "A sign for the Amesia Motel, which is a rectangular sign with red and white colors, mounted on a metal pole. | 720 | 609 |
16j63vqtoq3c1.png | "A large blue and white sign that reads 'He's not here bar & grill' with an image of a barbecue on it. | 720 | 579 |
gr9ugz3d7qgc1.png | "A sign that reads 'Shit Creek Survivor' is displayed on a wooden shelf. The sign is a humorous take on survival, suggesting that the person who created it has overcome challenges at Shit Creek. The sign is likely meant to be a light-hearted reminder of the individual's resilience and determination. | 550 | 660 |
gq0fqq3fib6c1.png | A red sign with a running figure on it that says "Willie Washer MFG. Co. | 720 | 790 |
n0e7nmcpeqnc1.png | A sign in a park that says "If you notice this notice you will notice that this notice is not worth noticing. | 1,439 | 1,737 |
b5e80znip3dc1.png | A sign on a building that says "Capital Closed Thanks to You Fuckers". | 640 | 853 |
yavvts6uhkpc1.png | A yellow sign on a building that says "Store Closing" and "Now Hiring". | 550 | 400 |
5ve36644vnkc1.png | "A yellow and red warning sign that reads 'Rural Pathway Warning: Cows May Be Frisky' is posted on a wooden fence. | 1,080 | 1,440 |
m18q6kurq39c1.png | "Airport alcoholic beverages must be consumed in the airport. | 1,080 | 1,440 |
8xjnthcba6lc1.png | A round sign with a red and yellow border that says "no birds" with a picture of a bird on it. | 300 | 400 |
q4q75s0h0xhc1.png | "A sign with a man and a dog on it that says 'Please, No Trespooping'. | 1,080 | 810 |
hkipzw6yo6nc1.png | When the tree tries to brake your ankles but its just a tree. | 1,080 | 1,080 |
susblrymjbdc1.png | A billboard sign for Oral & Facial Surgery Group with a picture of a woman on it. | 960 | 720 |
9z82uuqlb4ec1.png | A sign that says "Stair 2 Exit" is displayed. | 3,024 | 4,032 |
oxvw6u68ja7c1.png | Caution wet paint and January 1st have a great holiday and a happy new year! | 3,000 | 4,000 |
m2ykt0ts4cgc1.png | A sign outside of a veterinary clinic that reads "If my ceiling fan could hold my weight I would never be bored again". | 1,080 | 618 |
v2iij8y4x28c1.png | "An antique sale sign with an arrow pointing to the right, indicating that the sale is at 125 S. Dodge in I block south on Saturday, 9am-4. | 4,032 | 3,024 |
wyt71hnt214c1.png | "A blue sign with a white handicap symbol and the words 'Exit Stairway' written on it, indicating the direction to the stairway exit. | 754 | 640 |
bfiu31s4eqgc1.png | A yellow diamond shaped sign with a black silhouette of a squirrel and the words "Mad Squirrel Protect Your Nuts" written on it. | 357 | 335 |
n0h1lx67n3dc1.png | A blue sign with white lettering that reads "Child Friendly School" is displayed on a fence. | 960 | 720 |
ox80qpjuhq4c1.png | The sign is a historical committee plaque for the state of Illinois. It is mounted on a wooden post and features a metal plate with text describing the Douglas-Lincoln debates. | 3,000 | 4,000 |
058lm7urohbc1.png | "Be Nice or Leave. Thank You. Management" is written on this chalkboard sign. | 716 | 960 |
y77r94v01rqc1.png | A sign that reads "Park Lot Stays Caus WER Fast Not Slow" is placed on the side of the road. | 3,016 | 2,970 |
73tvhfx6y4gc1.png | "Staff Anti Picks" is a blackboard sign with white letters and emojis. It is placed above a yellow book cart filled with books. The sign is meant to showcase the books that the staff at the library or bookstore have chosen as their personal favorites. The use of emojis adds a playful and informal touch to the sign, making it more approachable and engaging for library visitors or customers. | 720 | 960 |
s7wchc5z03ic1.png | A poster sign with a picture of a dog and the words "Shoppers will be forced to watch all of Sarah McLachlan's ASPCA commercials. Think of the puppies. | 540 | 960 |
2et2sc039f2c1.png | A black and white sign with the words "Mirror-Mirror on the Wall" written on it. The sign is hanging on a wall and has a rope hanging from the top left corner. | 1,080 | 810 |
411l6mmav64c1.png | A brown sign with white lettering that reads "Po Tay Toes Boil Mash Stick in a Stew" is hanging from the ceiling in a store. | 720 | 1,285 |
78243ztbswmc1.png | "A red sign with yellow letters that says 'Clean Your Dirty Face' is placed on the sidewalk. | 3,120 | 4,160 |
n9d775po3rnc1.png | A gold sign with black lettering that reads "Lamar Ballroom Cumming Room Estes Room River Walk" and an arrow pointing to the left. | 3,024 | 4,032 |
wupujj4eivic1.png | A black and white sign in a store advertising a sale. The sign reads "ENTIRE STORE UP TO 40% OFF! SOME EXCLUSIONS APPLY. NEW OUTERWEAR MARKDOWNS TAKEN AN EXTRA 60% OFF." The sign is promoting a sale on the entire store, with some exclusions, and is offering an extra 60% off on new outerwear markdowns. | 1,030 | 2,106 |
6g2fvo2kd5qc1.png | A white sign with black letters that reads "STATE SALE" is placed on the grass next to a road. | 599 | 577 |
saizs3k3hivc1.png | "A sign that reads 'Yield to Pedestrians' with a bicycle symbol on it, indicating that drivers should yield to pedestrians in this area, especially when there are cyclists present. | 1,204 | 1,599 |
fruxe8dpfp9c1.png | "A sign for paper towels at a store that says 'whole foods market paper towels 79 cents'". | 720 | 550 |
fdaqzu02mbdc1.png | A sign that says "Sava Closed" with a red exclamation mark. | 828 | 925 |
npecoghzkqbc1.png | Absolutely NO saxophones in the library under any circumstances (under penalty of expulsion). | 904 | 1,205 |
7t1hbd85p2cc1.png | "A Subway sign that says 'Pickles Out of Order' with a note below that says 'Sorry for any inconvenience'. | 745 | 960 |
p8g1iu57sy6c1.png | A sign that reads "Veterinary Hospital Parking Only" with an arrow pointing to the right. | 548 | 567 |
m55r4dtej06c1.png | "The sign reads 'Cream Lab' and is a blue storefront sign for a business. | 1,080 | 1,441 |
p168e4sociec1.png | "A sign that reads 'Dogs Welcome Inside Please Tie Children to Post Out Front' is displayed in a store window. This sign is a notice to customers that dogs are allowed inside the store, but children should be tied to a post outside to ensure their safety. | 700 | 494 |
n4uq12ju1hcc1.png | "A brown sign with a metal bar in front of it that says 'Do Not Throw People Below'". | 1,080 | 810 |
peygw0zqv2ec1.png | A sign that says "Don't park too close I'm chunky" with a picture of a woman on it. | 1,080 | 945 |
c3gfxmy6lk8c1.png | "Enhanced water" sign above a refrigerator full of beer and other drinks. | 1,080 | 1,440 |
bi2nkou8hvdc1.png | A white sign with a red and blue logo that says "Please Wait" and "Valvoline Instant Oil Change" on it. | 720 | 1,009 |
tnft4o3pa14c1.png | "Caution: Falling Objects" | 640 | 799 |
s54owc1ka2yc1.png | "This is your butt hole. This is your butt hole in prison. | 380 | 548 |
6stly402u3lc1.png | An 8x10 Step & Repeat sign with the text "Lazy Art Services" repeated multiple times. | 400 | 400 |
js0vlz9q1i9c1.png | A yellow road closure sign that reads "This road will be closed for 1 day between 6/11/23 and 10/12/23". | 960 | 1,302 |
8k56ahkuzmhc1.png | A chalkboard sign with the message "The glass is not green, they used a filter!" written on it. | 3,024 | 4,032 |
scqyl5vxciec1.png | A sign in a window that says "Blow & Go $40 Walk-Ins Tuesdays & Thursdays Sundays". | 503 | 593 |
ch76uf8hs39c1.png | "A black sign with white lettering that reads 'Machine Accepts Reincarnation' is displayed on a wall. This sign is likely indicating that the machine can accept items that have been previously used or have undergone a previous life. The sign is written in both English and Chinese, suggesting that the location may be in a Chinese-speaking region or that the sign is intended for a bilingual audience. | 843 | 1,124 |
3hll2fvdyh9c1.png | "A waste dumpster with a sign that says 'Insert Dreams Here' and 'No Parking' written on it. | 650 | 367 |
i55q0cp088lc1.png | "A sign that reads 'No Hitch Hiking' by Ordinance, attached to a metal pole. | 5,712 | 4,284 |
fkuicn7eq66c1.png | The sign is a warning sign written in Japanese. It features a white figure of a person with their back arched and a zigzag line coming out of their back, indicating pain or discomfort. The sign is meant to alert people to potential hazards or areas of discomfort in a particular location. | 3,024 | 4,032 |
95tzbelt9f2c1.png | A colorful sign that reads "BONER BAR" is attached to a building. | 1,080 | 810 |
xydc33uqbw6c1.png | A sign stating "No Loitering allowed in this area for more than 15 mins. | 3,024 | 4,032 |
41b48a32jkcc1.png | A sign that reads "This hole is not for everyone. Know your limitations. Play at your own risk. | 1,080 | 1,059 |
h4k7dtr8puec1.png | "A sign in a restaurant window that reads 'WiFi-GLUTEN FREE'". | 1,080 | 1,080 |
r3ftzveorbgc1.png | "A road sign with directions to West 666 and East 666, as well as directions to Minister Creek Campground and 12 Campground. The sign is black and white and is located on the side of a road. It is surrounded by trees and bushes. The sign is rectangular with rounded corners and has a white border around the text. The text is in all capital letters and is black. The sign has arrows pointing in the direction of the campgrounds. | 1,080 | 1,651 |
6ihf6raxlc3c1.png | A sign that says "Extra Fresh Sperm" with a 10% discount. | 474 | 356 |
qtew47wku38c1.png | A sign that reads "Don't bite the hand that fingered you or whatever PPL say" is displayed on a neon sign. | 960 | 456 |
6kf61eylupmc1.png | "A library book return box is broken and needs to be fixed. Please visit Cathy inside to return books. | 640 | 904 |
q6d7vtfiyw7c1.png | "A sign posted on a gate that says 'This Toilet Facility has been locked up for the night. We do apologise if you have been denied access to this facility. Please call the number or the sticker below to report your response. Thank you. | 480 | 1,012 |
7ul0it49sorc1.png | "A sign that reads 'Deep Visitor Parking' is posted on a pole next to a street. This sign is likely indicating a designated parking area for visitors to a nearby building or facility. The sign is white with black lettering and is mounted on a metal pole. It is located on the side of the road, near a grassy area and a tree. The sign is meant to guide visitors to the correct parking location and ensure that they do not park in unauthorized or unsafe areas. | 720 | 960 |
7i8n3sqhbasc1.png | "A sign with a red background and white text that says 'Public Transportation' and '3way.com' on it. | 2,250 | 4,000 |
9w3uccmdgp9c1.png | "Maximum Occupancy 282" is written on a black and white sign. This sign is likely placed in a public area, such as a parking lot or a building entrance, to inform people of the maximum number of occupants allowed in a particular space. The sign serves as a reminder for people to be mindful of the space they are occupying and to avoid overcrowding. | 1,080 | 728 |
clpc3qxro2rc1.png | A sign that says "A Quality Shave, Responsibly Crafted" is displayed above a shelf of razors. | 4,080 | 2,296 |
ijii867u3wlc1.png | "A sign in front of a window that says 'piano player wanted' and 'must have knowledge of opening claims'. | 1,080 | 810 |
c75ugg76tvmc1.png | A sign that says "In this area brigands, crooks, rascals, scalawags, scoundrels, cardsharps, chiselers, sandbaggers, tea, and leather leave your lurk... | 526 | 701 |
g5lqwrcp6l5c1.png | "A sign that reads 'Unless your dog can do this...' and features a picture of a dog using a shovel to clean up after itself. | 5,152 | 3,864 |
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Free-to-Use Signs
This dataset is a unique curation of typography data released under a free-to-use license.
Specifically, this dataset contains images of signs.
Dataset Details
This dataset contains 952 images which have been captioned by BLIP3 (MM-XGEN).
Dataset Sources
- Repository: Reddit (
/r/signs)
Uses
Direct Use
- Training a LoRA for typography
- Merging this dataset into a larger set
Out-of-Scope Use
- Hate speech or other offensive outputs
Dataset Structure
image_hashis generated in Python usinghash(img.to_bytes())and may be validated in the same waycaptionis not truncated, and extends beyond 77 tokens on occasion
Dataset Creation
Curation Rationale
More unique typography data was needed.
Source Data
Data Collection and Processing
- Used
Easy Scraperbrowser extension to retrieve Reddit URL list - Processed URL lists in a Python script to combine into a single parquet table
- Ran this parquet table through BLIP3, augmenting with captions
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