MONET: A Massive, Open, Non-redundant and Enriched Text-to-image dataset
Paper • 2605.21272 • Published • 5
Datasets:
image imagewidth (px) 512 6.98k | image_sha256 stringlengths 64 64 | __key__ stringlengths 20 20 | aesthetic_jasperai float32 3.77 8.6 | aesthetic_laion-improved float32 5.5 7.63 | aspect_ratio float32 0.34 2.93 | caption_florence-2-large stringlengths 37 755 | caption_gemini-2.5-flash-lite stringlengths 209 2.91k ⌀ | caption_internvl-3-8b stringlengths 79 749 ⌀ | caption_original stringlengths 8 1.88k | caption_sharegpt4v-7b stringlengths 375 631 ⌀ | classifier_clip-vit-base-patch32 stringlengths 235 371 | classifier_yolo stringlengths 195 266 | detection-face_mediapipe stringclasses 827
values | detection_yolo stringlengths 2 2.17k | embedding_clip-vit-base-patch32 listlengths 512 512 | embedding_dinov2-vitg14 listlengths 1.54k 1.54k | embedding_sscd listlengths 512 512 | embedding_vae-dc-sana1p5-1p6b-1024px-tiling-128-resolution-512x512 listlengths 8.19k 8.19k | hash_md5 stringlengths 32 32 | hash_perceptual stringlengths 16 16 | hash_sha256 stringlengths 64 64 | height int64 512 6k | id stringlengths 20 20 | least_dimension int64 512 4.64k | license stringclasses 1
value | nsfw_bumble float32 0.05 0.49 | nsfw_falcon float32 0 0 | nsfw_jasperai float32 0.06 0.33 | resolution int64 264k 32.1M | source stringclasses 1
value | sscd_cluster_id stringlengths 16 16 | sscd_nn float32 0.23 0.91 | thumbnail imagewidth (px) 132 384 | url stringlengths 31 870 | white_pixels float32 0 92.8 | width int64 512 6.98k | wk_jasperai float32 0.01 0.34 | wk_laion float32 0 0.98 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
aa7411de6538849ae8666dbdcd63e72beccd628abedf333d717b56e192a6ab09 | 117_8a71c735b724fe01 | 6.023003 | 5.55531 | 1.501466 | "The image shows a car driving down a dirt road surrounded by a field of pink flowers, with hills in(...TRUNCATED) | "A silver car drives down a dirt road that cuts through a vast field of blooming pink flowers under (...TRUNCATED) | "The image depicts a scenic landscape with a dirt road cutting through a vast field of pink flowers.(...TRUNCATED) | Chilean desert shows the biggest mallow blossoming of the last 18 years | "The image captures a serene scene of a car journeying through a field of vibrant pink flowers. The (...TRUNCATED) | "[{\"name\": \"wildflowers\", \"prob\": 0.2894286513328552}, {\"name\": \"poppy fields\", \"prob\": (...TRUNCATED) | "[{\"name\": \"gazelle\", \"prob\": \"0.19510113\"}, {\"name\": \"rifle\", \"prob\": \"0.11620327\"}(...TRUNCATED) | [] | [{"bbox": [696, 263, 747, 304], "name": "car"}] | [-0.05062953382730484,-0.013374528847634792,0.03286353871226311,0.04500894621014595,-0.0091934558004(...TRUNCATED) | [-0.014919055625796318,-0.004013025667518377,0.029577316716313362,-0.00617726007476449,-0.0203213654(...TRUNCATED) | [-0.03796054422855377,-0.02280358411371708,-0.0044123646803200245,0.013377919793128967,0.01535002328(...TRUNCATED) | [0.2152915894985199,0.7826600074768066,0.06630444526672363,0.18803127110004425,0.13789039850234985,0(...TRUNCATED) | 52ba05e905e84d9d8bf4fc721b744887 | c16e32d6cd0d1d74 | 627dda9387639e81df246a2130704db372b0085d8778ab55b3526c9be8eab4e0 | 682 | 117_8a71c735b724fe01 | 682 | cc-by-4.0 | 0.055472 | 0 | 0.184355 | 698,368 | laion | c16e32d6cd0d1d74 | 0.685584 | 0.005298 | 1,024 | 0.08583 | 0.160506 | |||
32b1b0ffb470ba60a0d6d9d481748d87f9aebd2d76c492b44b78b7ecd040ce19 | 117_d01db6e76fa48f9f | 5.446304 | 5.657144 | 1 | "The image shows a brown leather notebook with a pen on top of it, sitting on a black surface. The n(...TRUNCATED) | "Two leather-bound notebooks, one a deep reddish-brown and the other a darker, muted brown, are laid(...TRUNCATED) | "The image shows two notebooks placed on a dark surface. The top notebook has a brown leather cover (...TRUNCATED) | "Image 4 - RuiZe vintage notebook cover travel journal diary B5 A5 leather spiral notebook planner 6(...TRUNCATED) | "The image presents a scene of a brown leather-bound notebook and a pen, both resting on a black sur(...TRUNCATED) | "[{\"name\": \"bookbinder\", \"prob\": 0.291692852973938}, {\"name\": \"notebook\", \"prob\": 0.2874(...TRUNCATED) | "[{\"name\": \"envelope\", \"prob\": \"0.7421381\"}, {\"name\": \"wallet\", \"prob\": \"0.1465749\"}(...TRUNCATED) | [] | [{"bbox": [72, 90, 757, 777], "name": "umbrella"}] | [-0.027705790475010872,0.015805523842573166,-0.01113887969404459,0.022943485528230667,0.029748244211(...TRUNCATED) | [-0.037638016045093536,-0.027170157060027122,0.01579572819173336,0.023482240736484528,-0.02105356194(...TRUNCATED) | [-0.0006223482196219265,-0.0324736051261425,0.02984488196671009,-0.09114839136600494,-0.049496620893(...TRUNCATED) | [0.6373322606086731,-0.25133511424064636,0.7573863863945007,0.46231475472450256,0.7092828750610352,0(...TRUNCATED) | cd839c66289c946a1ef8db702391fcd9 | 9242373b67697c64 | 611bf106dc2e0acccaabe08f2ee27274e78dda92e5cd95a227bb5ebb463f627d | 800 | 117_d01db6e76fa48f9f | 800 | cc-by-4.0 | 0.197967 | 0 | 0.106553 | 640,000 | laion | 9242373b67697c64 | 0.341502 | 0 | 800 | 0.070694 | 0.131719 | |||
a3c3222525ccd1b142d6054c5ab79ab54c1588dc9bf47914a32a6f969bd1350e | 117_7fab6e0303fdadd4 | 5.048552 | 5.61118 | 1.777778 | "The image shows a stainless steel ecm coffee maker with a black handle on a white background. It ha(...TRUNCATED) | "The image displays a set of three sleek, brushed stainless steel coffee accessories, likely for esp(...TRUNCATED) | "The image shows consists of three objects, and if one were to rearrange them, they could form a fun(...TRUNCATED) | ECM Barista Set Basic | "The image presents a trio of coffee-making accessories, each distinct in its function and design, n(...TRUNCATED) | "[{\"name\": \"coffee pot\", \"prob\": 0.2596060037612915}, {\"name\": \"coffee maker\", \"prob\": 0(...TRUNCATED) | "[{\"name\": \"bucket\", \"prob\": \"0.17674623\"}, {\"name\": \"coffee_mug\", \"prob\": \"0.1541256(...TRUNCATED) | [] | [] | [0.0014663570327684283,0.03079649992287159,0.027233339846134186,0.037071868777275085,0.0851041227579(...TRUNCATED) | [0.0202056672424078,0.0032756091095507145,0.018829379230737686,-0.03469926491379738,0.01371016912162(...TRUNCATED) | [-0.012837255373597145,-0.01938592456281185,0.06964124739170074,0.02664589323103428,0.03439906612038(...TRUNCATED) | [-0.9860516786575317,-0.2746875584125519,-0.888004720211029,-0.8828870058059692,-0.8724299669265747,(...TRUNCATED) | 4b35f021141cd3a6948989dafbc9449c | bf1dc5c2c26c2565 | 7a6b50ce1c886dd330e0ff575f022c84cf2bab5fb513857176b40dd8d443971a | 675 | 117_7fab6e0303fdadd4 | 675 | cc-by-4.0 | 0.083039 | 0 | 0.165664 | 810,000 | laion | bf1dc5c2c26c2565 | 0.436448 | 40.060246 | 1,200 | 0.074704 | 0.05345 | |||
b668665b21a66c2c44a3163242f2a89788845776b54fbcf1419ddce85b6db4be | 118_b62d58fae5c8b2fb | 5.785159 | 5.624131 | 1 | "The image shows a dark brown leather armchair sitting atop a wooden floor, with a wall in the backg(...TRUNCATED) | "A dark brown leather armchair is centered against a textured, muted brown wall, and it rests on a r(...TRUNCATED) | "The image features a room with a wooden floor and a plain, muted-colored wall. The chair in the ima(...TRUNCATED) | Dark Brown Leather Chair Hanging Hooks Roadster Chairs Side Pinterest | "The image presents a scene of minimalist simplicity. Dominating the frame is a black leather armcha(...TRUNCATED) | "[{\"name\": \"folding chair\", \"prob\": 0.2890552580356598}, {\"name\": \"rocking chair\", \"prob\(...TRUNCATED) | "[{\"name\": \"velvet\", \"prob\": \"0.92597514\"}, {\"name\": \"throne\", \"prob\": \"0.012637065\"(...TRUNCATED) | [] | [{"bbox": [108, 110, 488, 521], "name": "chair"}] | [-0.008042460307478905,0.013222615234553814,0.023649219423532486,0.027398455888032913,0.028514316305(...TRUNCATED) | [0.03705157712101936,-0.013218240812420845,-0.01238203514367342,0.008071226067841053,-0.009052967652(...TRUNCATED) | [0.03389245644211769,0.008180320262908936,-0.07684727758169174,0.01465706154704094,0.048926919698715(...TRUNCATED) | [0.9429299831390381,0.5222027897834778,0.035815563052892685,0.8543047308921814,0.1294107437133789,0.(...TRUNCATED) | 310c301fc483ba1f52099e5422be87fc | fde1c28e8adab160 | ecfce6c2cdbefb00a614814610ee1345e3d290cc2792cf23c4c9575ee8c45e53 | 600 | 118_b62d58fae5c8b2fb | 600 | cc-by-4.0 | 0.065687 | 0 | 0.181202 | 360,000 | laion | fde1c28e8edab060 | 0.749228 | 0 | 600 | 0.066589 | 0.11244 | |||
ac7a842dd100b68138a987e214a5f60368c2bc4e9f042fc1c2f3dd68169584a6 | 117_4cde30e872bc0d62 | 5.242717 | 5.856369 | 1.499151 | "The image shows a bartender pouring a red cocktail into a martini glass at a bar. On the table in f(...TRUNCATED) | "A man with short brown hair and a beard, wearing a black shirt, a white and blue checkered tie, and(...TRUNCATED) | "A bartender is pouring a red drink from a shaker into a martini glass at a well-stocked bar. The ba(...TRUNCATED) | A cocktail maker serves a drink in Iceland. | "In the image, a bartender is meticulously crafting a cocktail at a bar. The bartender, dressed in a(...TRUNCATED) | "[{\"name\": \"bartender\", \"prob\": 0.3218671679496765}, {\"name\": \"cocktail bar\", \"prob\": 0.(...TRUNCATED) | "[{\"name\": \"cocktail_shaker\", \"prob\": \"0.55523086\"}, {\"name\": \"restaurant\", \"prob\": \"(...TRUNCATED) | "[{\"bbox\": {\"xmin\": 0.5133819580078125, \"ymin\": 0.23640576004981995, \"xmax\": 0.6395926475524(...TRUNCATED) | "[{\"bbox\": [313, 351, 444, 530], \"name\": \"wine glass\"}, {\"bbox\": [236, 76, 593, 491], \"name(...TRUNCATED) | [-0.043369174003601074,0.02330709993839264,0.007332163862884045,0.007352607324719429,0.0510533414781(...TRUNCATED) | [0.032156046479940414,0.009016971103847027,-0.03272678703069687,0.028155555948615074,0.0305202603340(...TRUNCATED) | [-0.03733246028423309,-0.0036211146507412195,-0.02761278674006462,-0.04973379895091057,0.01531743910(...TRUNCATED) | [0.1714981198310852,0.07436343282461166,0.3068026900291443,2.259310483932495,2.1058764457702637,0.01(...TRUNCATED) | f86f301e68c9397ba3f8251492baf2c3 | 9543fd2c66c6a61a | 451c93c90bac8611e734d222d747010e72e69f8b06a6cd4e983691d225629b10 | 589 | 117_4cde30e872bc0d62 | 589 | cc-by-4.0 | 0.051353 | 0 | 0.149613 | 520,087 | laion | 9543fd2c66c6a61a | 0.313322 | 0.030187 | 883 | 0.061659 | 0.152451 | |||
78722d796938983a62c5a170ca67327d0d8f74da896589fe40b0d14c52aac2f9 | 117_3e486135e249b0bc | 5.435128 | 5.955307 | 1.5 | "The image shows a group of people standing around a table filled with lots of different types of fi(...TRUNCATED) | "A detailed shot captures the vibrant atmosphere of a bustling market, focusing on a fish vendor and(...TRUNCATED) | "The image depicts a bustling market scene with several people shopping and vendors attending to the(...TRUNCATED) | Fresh fish for sale at Red Market, Macau | "The image captures a bustling scene at a fish market. A man, donned in a plaid shirt and glasses, i(...TRUNCATED) | "[{\"name\": \"urban market stalls\", \"prob\": 0.291664719581604}, {\"name\": \"markets\", \"prob\"(...TRUNCATED) | "[{\"name\": \"butcher_shop\", \"prob\": \"0.16665903\"}, {\"name\": \"plate\", \"prob\": \"0.137138(...TRUNCATED) | [] | "[{\"bbox\": [33, 122, 410, 506], \"name\": \"person\"}, {\"bbox\": [666, 158, 767, 507], \"name\": (...TRUNCATED) | [0.016202669590711594,-0.018219459801912308,0.021424444392323494,-0.03137841075658798,0.027447715401(...TRUNCATED) | [0.004459457937628031,-0.0189056359231472,0.027270304039120674,0.017336120828986168,0.04246731474995(...TRUNCATED) | [0.06995332986116409,-0.02989751286804676,0.01245824247598648,0.05787098780274391,0.0138232931494712(...TRUNCATED) | [0.8975807428359985,0.624926745891571,0.6001900434494019,1.5770241022109985,1.5560981035232544,1.571(...TRUNCATED) | 6cd2c92c629cf13d88cce214d75ea740 | 9b6309893c5c67ab | 6f556d647616ee0d8d58e3af371867b8a36eb9e0bb4410dc6ecc842a6fd99134 | 512 | 117_3e486135e249b0bc | 512 | cc-by-4.0 | 0.051562 | 0 | 0.150151 | 393,216 | laion | 9b6309893c5c67ab | 0.324501 | 0.02238 | 768 | 0.240757 | 0.113103 | |||
6fb0372fae2b217ae2aea2fced93ef8b509c42b2c8dea7e4adcc70da2d187dfb | 118_5c328e8da75d2b98 | 5.196571 | 5.622999 | 1.270471 | "The image shows a man in a suit and tie standing at a podium with microphones and a bouquet of flow(...TRUNCATED) | "A close-up shot shows António Guterres, the Secretary-General of the United Nations, speaking at a(...TRUNCATED) | "The image shows a man giving a speech at a podium adorned with flowers. There are multiple micropho(...TRUNCATED) | "BEIJING, Sept. 3, 2018 - UN Secretary-General Antonio Guterres addresses the opening ceremony of th(...TRUNCATED) | "The image captures a moment of a man delivering a speech at a podium. The man, dressed in a dark su(...TRUNCATED) | "[{\"name\": \"diplomat\", \"prob\": 0.24966828525066376}, {\"name\": \"interpreter\", \"prob\": 0.2(...TRUNCATED) | "[{\"name\": \"mortarboard\", \"prob\": \"0.3989361\"}, {\"name\": \"academic_gown\", \"prob\": \"0.(...TRUNCATED) | "[{\"bbox\": {\"xmin\": 0.3994925022125244, \"ymin\": 0.2991940379142761, \"xmax\": 0.56986731290817(...TRUNCATED) | "[{\"bbox\": [233, 158, 772, 558], \"name\": \"person\"}, {\"bbox\": [456, 463, 510, 533], \"name\":(...TRUNCATED) | [-0.060665011405944824,-0.00834348052740097,-0.047310251742601395,0.012659153901040554,0.01918740756(...TRUNCATED) | [-0.04198521748185158,0.024010784924030304,-0.022056108340620995,0.044712211936712265,-0.04685872420(...TRUNCATED) | [-0.016635682433843613,-0.006715324241667986,-0.006127626169472933,-0.03509668633341789,-0.021545447(...TRUNCATED) | [0.43875962495803833,0.5606786012649536,-0.2631927728652954,0.06545212864875793,-0.04773330688476562(...TRUNCATED) | 46768e37221cf449c7be0fd0520fb07c | 9b9171fd253f0e04 | 00613f8cb58665fbe9ed8bdf2a74759330ad750efa0bf07f04e7ded49aa37cb9 | 806 | 118_5c328e8da75d2b98 | 806 | cc-by-4.0 | 0.056811 | 0 | 0.094207 | 825,344 | laion | 9b9171fd253f0e04 | 0.383296 | 0.24099 | 1,024 | 0.154224 | 0.470135 | |||
788edb99217dd0cfb3cfdda26abe08b9800e242aacc74a5964e58be7c373cea7 | 117_4506eb6e836b6b6a | 6.842577 | 5.648699 | 1.49925 | "The image shows a living room filled with furniture such as a sofa set with cushions, a carpet on t(...TRUNCATED) | "A large, open-concept living and kitchen area features dark hardwood floors, light beige walls, and(...TRUNCATED) | "The image shows a spacious, well-lit living room that seamlessly opens into a modern kitchen. The l(...TRUNCATED) | Angled view of Fairfax home living room and kitchen | "The image captures a modern living room that seamlessly transitions into a kitchen in the backgroun(...TRUNCATED) | "[{\"name\": \"interiors\", \"prob\": 0.2637074887752533}, {\"name\": \"interior designer\", \"prob\(...TRUNCATED) | "[{\"name\": \"home_theater\", \"prob\": \"0.3588936\"}, {\"name\": \"studio_couch\", \"prob\": \"0.(...TRUNCATED) | [] | "[{\"bbox\": [177, 322, 594, 537], \"name\": \"couch\"}, {\"bbox\": [762, 360, 999, 659], \"name\": (...TRUNCATED) | [-0.006797027308493853,-0.011013406328856945,-0.014804815873503685,-0.010619447566568851,0.018411774(...TRUNCATED) | [-0.015134713612496853,0.020259756594896317,-0.01814248599112034,-0.054729778319597244,-0.0071090226(...TRUNCATED) | [0.034234583377838135,-0.022407248616218567,0.07515919208526611,0.013600434176623821,0.0284187793731(...TRUNCATED) | [-0.10966628789901733,0.321461945772171,-0.0556601956486702,-0.8193172216415405,-0.1490262895822525,(...TRUNCATED) | 29704ccd45fa071f77baccfb0bae8aac | fe85c834cd720b74 | 8c82343de727f9ff6810a7f2fbd60f8d3bd33350aa92c2cd10ff99b043bdbabb | 667 | 117_4506eb6e836b6b6a | 667 | cc-by-4.0 | 0.103794 | 0 | 0.115947 | 667,000 | laion | fe85c834cd720b74 | 0.738188 | 1.049325 | 1,000 | 0.052488 | 0.021239 | |||
5bade066e51461f5eb0677f9a9ffd007edb36281d99e4c9d6481eb022d64362a | 119_155ea9f868ca6784 | 5.610282 | 5.662449 | 1 | "The image shows a luxurious bedroom with a silver chest of drawers sitting on top of a carpeted flo(...TRUNCATED) | "A richly decorated, three-drawer dresser with a quilted, pale pink front and a silver, curved exter(...TRUNCATED) | "The image shows a stylish and elegant dresser with a metallic finish and quilted fabric drawers. Th(...TRUNCATED) | Quilted Leather Silver Leaf Chest Of Drawers | "The image presents a scene of a bedroom, dominated by a silver dresser that stands out against the (...TRUNCATED) | "[{\"name\": \"home appliances furniture\", \"prob\": 0.26607003808021545}, {\"name\": \"folding tab(...TRUNCATED) | "[{\"name\": \"chiffonier\", \"prob\": \"0.28981462\"}, {\"name\": \"tub\", \"prob\": \"0.22032736\"(...TRUNCATED) | [] | "[{\"bbox\": [157, 242, 866, 923], \"name\": \"refrigerator\"}, {\"bbox\": [158, 243, 866, 922], \"n(...TRUNCATED) | [-0.03430013358592987,-0.012748432345688343,0.013783848844468594,-0.009174986742436886,0.02074931003(...TRUNCATED) | [-0.014797734096646309,0.02053559571504593,-0.0006081137689761817,-0.038577962666749954,0.0786292031(...TRUNCATED) | [0.06639038771390915,0.03628940507769585,-0.014615237712860107,0.04157017543911934,0.009511936455965(...TRUNCATED) | [0.34963807463645935,0.13838014006614685,0.31654101610183716,-0.16777479648590088,-0.697110652923584(...TRUNCATED) | c0842a8e6bb94c26fb1cd0173932becb | 87e5696787058717 | 41987ea2579c32e66a31aafde630f849c8e0782e23a0a1932bbf83c1fef447c8 | 1,000 | 119_155ea9f868ca6784 | 1,000 | cc-by-4.0 | 0.067358 | 0 | 0.142303 | 1,000,000 | laion | 87e5696787058717 | 0.295401 | 0.5695 | 1,000 | 0.085692 | 0.09554 | |||
ee7d8c19415e08b5b29ca9e6f8b12c9f85c768adadf2e8ec94c86e1e29317d7b | 117_dcecf5b60733d3c8 | 5.453119 | 5.591009 | 0.666667 | "The image shows a man standing against a grey background wearing a light blue shirt and beige linen(...TRUNCATED) | "A light blue long-sleeved collared shirt with the sleeves rolled up to the elbows is worn by a youn(...TRUNCATED) | "The image shows a person standing against a plain gray background. They are wearing a light blue bu(...TRUNCATED) | JS Piping Pigment Dyed Cotton Linen Shirt in Pale Blue | "In the image, a young man stands confidently against a gray background. He is dressed in a light bl(...TRUNCATED) | "[{\"name\": \"mens clothing\", \"prob\": 0.29104405641555786}, {\"name\": \"formal wear\", \"prob\"(...TRUNCATED) | "[{\"name\": \"pajama\", \"prob\": \"0.88095236\"}, {\"name\": \"suit\", \"prob\": \"0.060066253\"},(...TRUNCATED) | "[{\"bbox\": {\"xmin\": 0.48691457509994507, \"ymin\": 0.06972240656614304, \"xmax\": 0.608443021774(...TRUNCATED) | [{"bbox": [238, 24, 567, 1187], "name": "person"}] | [-0.018114052712917328,0.0014793185982853174,-0.009495990350842476,0.036083366721868515,-0.006251726(...TRUNCATED) | [-0.0348672978579998,0.006550146732479334,0.01971789076924324,-0.022428395226597786,-0.0751425102353(...TRUNCATED) | [0.023372400552034378,0.036180853843688965,-0.000833950936794281,0.027328209951519966,0.042707186192(...TRUNCATED) | [-0.006322038359940052,-0.41237494349479675,-0.11577367782592773,0.402388334274292,-0.44070392847061(...TRUNCATED) | 49bcdb9de75a113a0456a1164630c552 | c89626663766965b | 29327a9ba2f5c49fa534e9edb109d364ea4f87ab81daefe8fc69e50c491b8ed7 | 1,200 | 117_dcecf5b60733d3c8 | 800 | cc-by-4.0 | 0.050992 | 0 | 0.136758 | 960,000 | laion | c89626663766965b | 0.523513 | 0.005104 | 800 | 0.070558 | 0.244316 |
End of preview. Expand in Data Studio
MONET · Re-LAION subset (5000 rows)
A 5000-row subset of jasperai/monet
(revision baae102c4c96c6571f248b86784c67c5af4fd57a) with full-resolution images.
Selection criteria
| criterion | value |
|---|---|
source |
laion: MONET's Re-LAION-2B-en-research-safe split, which is the English subset of Re-LAION-5B |
aesthetic_laion-improved |
> 5.5 |
width, height |
>= 512 (checked on metadata and on the decoded JPEG) |
| image integrity | JPEG decodes cleanly |
Every upstream column is kept. The added image column holds the full-resolution JPEG
from MONET's webdataset shards. These bytes were originally downloaded from url.
image_sha256 is the SHA-256 of those exact bytes. Upstream hash_sha256 and hash_md5 refer to
the original download, before MONET re-encoded the image.
Float columns are stored as float32 and size columns as int64, which match the
types declared in the upstream dataset card.
Reproduction
pip install -r requirements.txt
python mine_monet_relaion.py --out monet-relaion-5k --num-rows 5000 --min-aesthetic 5.5 --aesthetic-column aesthetic_laion-improved --min-side 512 --max-per-shard 1000 --seed 42 --revision baae102c4c96c6571f248b86784c67c5af4fd57a
Shards are visited in a seeded order. Up to 1000 rows are sampled from each shard
with a seed derived from (seed, shard path). Shards used, in order:
v1.2.0/laion/63-0/000047.parquetv1.2.0/laion/73-0/000032.parquetv1.2.0/laion/10-0/000022.parquetv1.2.0/laion/64-0/000007.parquetv1.2.0/laion/1-0/000019.parquet
License and attribution
The upstream MONET metadata is Apache-2.0. Images come from Re-LAION-2B-en (CC-BY-4.0
metadata), and the copyright of each image stays with its owner (see url).
Please cite MONET (arXiv:2605.21272) and LAION-5B.
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