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README.md

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 ---
-license: creativeml-openrail-m
+license: apache-2.0
+base_model: google/vit-base-patch16-224-in21k
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: celebrity-classifier
+  results: []
 ---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# Celebrity Classifier
+## Model description
+This model classifies a face to a celebrity. It is trained on [ares1123/celebrity_dataset](https://huggingface.co/datasets/ares1123/celebrity_dataset) dataset and fine-tuned on [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k).
+
+## Dataset description
+[ares1123/celebrity_dataset](https://huggingface.co/datasets/ares1123/celebrity_dataset)
+Top 1000 celebrities. 18,184 images. 256x256. Square cropped to face.
+
+### How to use
+```python
+from transformers import pipeline
+
+# Initialize image classification pipeline
+pipe = pipeline("image-classification", model="tonyassi/celebrity-classifier")
+
+# Perform classification
+result = pipe('image.png')
+
+# Print results
+print(result)
+```
+
+## Training and evaluation data
+It achieves the following results on the evaluation set:
+- Loss: 0.9089
+- Accuracy: 0.7982
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 5e-05
+- train_batch_size: 16
+- eval_batch_size: 16
+- seed: 42
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 64
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_ratio: 0.1
+- num_epochs: 20
+
+### Framework versions
+
+- Transformers 4.35.2
+- Pytorch 2.1.0+cu121
+- Datasets 2.16.1
+- Tokenizers 0.15.0

config.json

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+{
+  "_name_or_path": "google/vit-base-patch16-224-in21k",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "Aaron Eckhart",
+    "1": "Aaron Paul",
+    "10": "Adam Driver",
+    "100": "Blake Lively",
+    "101": "Bob Odenkirk",
+    "102": "Bonnie Wright",
+    "103": "Boyd Holbrook",
+    "104": "Brad Pitt",
+    "105": "Bradley Cooper",
+    "106": "Brendan Fraser",
+    "107": "Brian Cox",
+    "108": "Brie Larson",
+    "109": "Brittany Snow",
+    "11": "Adam Lambert",
+    "110": "Bryan Cranston",
+    "111": "Bryce Dallas Howard",
+    "112": "Busy Philipps",
+    "113": "Caitriona Balfe",
+    "114": "Cameron Diaz",
+    "115": "Camila Cabello",
+    "116": "Camila Mendes",
+    "117": "Cardi B",
+    "118": "Carey Mulligan",
+    "119": "Carla Gugino",
+    "12": "Adam Levine",
+    "120": "Carrie Underwood",
+    "121": "Casey Affleck",
+    "122": "Cate Blanchett",
+    "123": "Catherine Keener",
+    "124": "Catherine Zeta-Jones",
+    "125": "Celine Dion",
+    "126": "Chace Crawford",
+    "127": "Chadwick Boseman",
+    "128": "Channing Tatum",
+    "129": "Charlie Cox",
+    "13": "Adam Sandler",
+    "130": "Charlie Day",
+    "131": "Charlie Hunnam",
+    "132": "Charlie Plummer",
+    "133": "Charlize Theron",
+    "134": "Chiara Ferragni",
+    "135": "Chiwetel Ejiofor",
+    "136": "Chloe Bennet",
+    "137": "Chloe Grace Moretz",
+    "138": "Chloe Sevigny",
+    "139": "Chlo\u00eb Grace Moretz",
+    "14": "Adam Scott",
+    "140": "Chlo\u00eb Sevigny",
+    "141": "Chris Cooper",
+    "142": "Chris Evans",
+    "143": "Chris Hemsworth",
+    "144": "Chris Martin",
+    "145": "Chris Messina",
+    "146": "Chris Noth",
+    "147": "Chris O'Dowd",
+    "148": "Chris Pine",
+    "149": "Chris Pratt",
+    "15": "Adele",
+    "150": "Chris Tucker",
+    "151": "Chrissy Teigen",
+    "152": "Christian Bale",
+    "153": "Christian Slater",
+    "154": "Christina Aguilera",
+    "155": "Christina Applegate",
+    "156": "Christina Hendricks",
+    "157": "Christina Milian",
+    "158": "Christina Ricci",
+    "159": "Christine Baranski",
+    "16": "Adrian Grenier",
+    "160": "Christoph Waltz",
+    "161": "Christopher Plummer",
+    "162": "Christopher Walken",
+    "163": "Cillian Murphy",
+    "164": "Claire Foy",
+    "165": "Clive Owen",
+    "166": "Clive Standen",
+    "167": "Cobie Smulders",
+    "168": "Colin Farrell",
+    "169": "Colin Firth",
+    "17": "Ad\u00e8le Exarchopoulos",
+    "170": "Colin Hanks",
+    "171": "Connie Britton",
+    "172": "Conor McGregor",
+    "173": "Constance Wu",
+    "174": "Constance Zimmer",
+    "175": "Courteney Cox",
+    "176": "Cristiano Ronaldo",
+    "177": "Daisy Ridley",
+    "178": "Dak Prescott",
+    "179": "Dakota Fanning",
+    "18": "Aidan Gillen",
+    "180": "Dakota Johnson",
+    "181": "Damian Lewis",
+    "182": "Dan Stevens",
+    "183": "Danai Gurira",
+    "184": "Dane DeHaan",
+    "185": "Daniel Craig",
+    "186": "Daniel Dae Kim",
+    "187": "Daniel Day-Lewis",
+    "188": "Daniel Gillies",
+    "189": "Daniel Kaluuya",
+    "19": "Aidan Turner",
+    "190": "Daniel Mays",
+    "191": "Daniel Radcliffe",
+    "192": "Danny DeVito",
+    "193": "Darren Criss",
+    "194": "Dave Bautista",
+    "195": "Dave Franco",
+    "196": "Dave Grohl",
+    "197": "Daveed Diggs",
+    "198": "David Attenborough",
+    "199": "David Beckham",
+    "2": "Aaron Rodgers",
+    "20": "Aishwarya Rai",
+    "200": "David Duchovny",
+    "201": "David Harbour",
+    "202": "David Oyelowo",
+    "203": "David Schwimmer",
+    "204": "David Tennant",
+    "205": "David Thewlis",
+    "206": "Dax Shepard",
+    "207": "Debra Messing",
+    "208": "Demi Lovato",
+    "209": "Dennis Quaid",
+    "21": "Aja Naomi King",
+    "210": "Denzel Washington",
+    "211": "Dermot Mulroney",
+    "212": "Dev Patel",
+    "213": "Diane Keaton",
+    "214": "Diane Kruger",
+    "215": "Diane Lane",
+    "216": "Diego Boneta",
+    "217": "Diego Luna",
+    "218": "Djimon Hounsou",
+    "219": "Dolly Parton",
+    "22": "Alden Ehrenreich",
+    "220": "Domhnall Gleeson",
+    "221": "Dominic Cooper",
+    "222": "Dominic Monaghan",
+    "223": "Dominic West",
+    "224": "Don Cheadle",
+    "225": "Donald Glover",
+    "226": "Donald Sutherland",
+    "227": "Donald Trump",
+    "228": "Dua Lipa",
+    "229": "Dwayne \"The Rock\" Johnson",
+    "23": "Aldis Hodge",
+    "230": "Dwayne Johnson",
+    "231": "Dylan O'Brien",
+    "232": "Ed Harris",
+    "233": "Ed Helms",
+    "234": "Ed Sheeran",
+    "235": "Eddie Murphy",
+    "236": "Eddie Redmayne",
+    "237": "Edgar Ramirez",
+    "238": "Edward Norton",
+    "239": "Eiza Gonzalez",
+    "24": "Alec Baldwin",
+    "240": "Eiza Gonz\u00e1lez",
+    "241": "Elijah Wood",
+    "242": "Elisabeth Moss",
+    "243": "Elisha Cuthbert",
+    "244": "Eliza Coupe",
+    "245": "Elizabeth Banks",
+    "246": "Elizabeth Debicki",
+    "247": "Elizabeth Lail",
+    "248": "Elizabeth McGovern",
+    "249": "Elizabeth Moss",
+    "25": "Alex Morgan",
+    "250": "Elizabeth Olsen",
+    "251": "Elle Fanning",
+    "252": "Ellen DeGeneres",
+    "253": "Ellen Page",
+    "254": "Ellen Pompeo",
+    "255": "Ellie Goulding",
+    "256": "Elon Musk",
+    "257": "Emile Hirsch",
+    "258": "Emilia Clarke",
+    "259": "Emilia Fox",
+    "26": "Alex Pettyfer",
+    "260": "Emily Beecham",
+    "261": "Emily Blunt",
+    "262": "Emily Browning",
+    "263": "Emily Deschanel",
+    "264": "Emily Hampshire",
+    "265": "Emily Mortimer",
+    "266": "Emily Ratajkowski",
+    "267": "Emily VanCamp",
+    "268": "Emily Watson",
+    "269": "Emma Bunton",
+    "27": "Alex Rodriguez",
+    "270": "Emma Chamberlain",
+    "271": "Emma Corrin",
+    "272": "Emma Mackey",
+    "273": "Emma Roberts",
+    "274": "Emma Stone",
+    "275": "Emma Thompson",
+    "276": "Emma Watson",
+    "277": "Emmanuelle Chriqui",
+    "278": "Emmy Rossum",
+    "279": "Eoin Macken",
+    "28": "Alexander Skarsg\u00e5rd",
+    "280": "Eric Bana",
+    "281": "Ethan Hawke",
+    "282": "Eva Green",
+    "283": "Eva Longoria",
+    "284": "Eva Mendes",
+    "285": "Evan Peters",
+    "286": "Evan Rachel Wood",
+    "287": "Evangeline Lilly",
+    "288": "Ewan McGregor",
+    "289": "Ezra Miller",
+    "29": "Alexandra Daddario",
+    "290": "Felicity Huffman",
+    "291": "Felicity Jones",
+    "292": "Finn Wolfhard",
+    "293": "Florence Pugh",
+    "294": "Florence Welch",
+    "295": "Forest Whitaker",
+    "296": "Freddie Highmore",
+    "297": "Freddie Prinze Jr.",
+    "298": "Freema Agyeman",
+    "299": "Freida Pinto",
+    "3": "Aaron Taylor-Johnson",
+    "30": "Alfre Woodard",
+    "300": "Freya Allan",
+    "301": "Gabrielle Union",
+    "302": "Gael Garcia Bernal",
+    "303": "Gael Garc\u00eda Bernal",
+    "304": "Gal Gadot",
+    "305": "Garrett Hedlund",
+    "306": "Gary Oldman",
+    "307": "Gemma Arterton",
+    "308": "Gemma Chan",
+    "309": "Gemma Whelan",
+    "31": "Alia Shawkat",
+    "310": "George Clooney",
+    "311": "George Lucas",
+    "312": "Gerard Butler",
+    "313": "Giancarlo Esposito",
+    "314": "Giannis Antetokounmpo",
+    "315": "Gigi Hadid",
+    "316": "Gillian Anderson",
+    "317": "Gillian Jacobs",
+    "318": "Gina Carano",
+    "319": "Gina Gershon",
+    "32": "Alice Braga",
+    "320": "Gina Rodriguez",
+    "321": "Ginnifer Goodwin",
+    "322": "Gisele Bundchen",
+    "323": "Glenn Close",
+    "324": "Grace Kelly",
+    "325": "Greg Kinnear",
+    "326": "Greta Gerwig",
+    "327": "Greta Scacchi",
+    "328": "Greta Thunberg",
+    "329": "Gugu Mbatha-Raw",
+    "33": "Alice Eve",
+    "330": "Guy Ritchie",
+    "331": "Gwen Stefani",
+    "332": "Gwendoline Christie",
+    "333": "Gwyneth Paltrow",
+    "334": "Hafthor Bjornsson",
+    "335": "Hailee Steinfeld",
+    "336": "Hailey Bieber",
+    "337": "Haley Joel Osment",
+    "338": "Halle Berry",
+    "339": "Hannah Simone",
+    "34": "Alicia Keys",
+    "340": "Harrison Ford",
+    "341": "Harry Styles",
+    "342": "Harvey Weinstein",
+    "343": "Hayden Panettiere",
+    "344": "Hayley Atwell",
+    "345": "Helen Hunt",
+    "346": "Helen Mirren",
+    "347": "Helena Bonham Carter",
+    "348": "Henry Cavill",
+    "349": "Henry Golding",
+    "35": "Alicia Vikander",
+    "350": "Hilary Swank",
+    "351": "Himesh Patel",
+    "352": "Hozier",
+    "353": "Hugh Bonneville",
+    "354": "Hugh Dancy",
+    "355": "Hugh Grant",
+    "356": "Hugh Jackman",
+    "357": "Hugh Laurie",
+    "358": "Ian Somerhalder",
+    "359": "Idris Elba",
+    "36": "Alison Brie",
+    "360": "Imelda Staunton",
+    "361": "Imogen Poots",
+    "362": "Ioan Gruffudd",
+    "363": "Isabella Rossellini",
+    "364": "Isabelle Huppert",
+    "365": "Isla Fisher",
+    "366": "Issa Rae",
+    "367": "Iwan Rheon",
+    "368": "J.K. Rowling",
+    "369": "J.K. Simmons",
+    "37": "Allison Janney",
+    "370": "Jack Black",
+    "371": "Jack Reynor",
+    "372": "Jack Whitehall",
+    "373": "Jackie Chan",
+    "374": "Jada Pinkett Smith",
+    "375": "Jaden Smith",
+    "376": "Jaimie Alexander",
+    "377": "Jake Gyllenhaal",
+    "378": "Jake Johnson",
+    "379": "Jake T. Austin",
+    "38": "Allison Williams",
+    "380": "James Cameron",
+    "381": "James Corden",
+    "382": "James Franco",
+    "383": "James Marsden",
+    "384": "James McAvoy",
+    "385": "James Norton",
+    "386": "Jamie Bell",
+    "387": "Jamie Chung",
+    "388": "Jamie Dornan",
+    "389": "Jamie Foxx",
+    "39": "Alyson Hannigan",
+    "390": "Jamie Lee Curtis",
+    "391": "Jamie Oliver",
+    "392": "Jane Fonda",
+    "393": "Jane Krakowski",
+    "394": "Jane Levy",
+    "395": "Jane Lynch",
+    "396": "Jane Seymour",
+    "397": "Janelle Mon\u00e1e",
+    "398": "January Jones",
+    "399": "Jared Leto",
+    "4": "Abbi Jacobson",
+    "40": "Amanda Peet",
+    "400": "Jason Bateman",
+    "401": "Jason Clarke",
+    "402": "Jason Derulo",
+    "403": "Jason Isaacs",
+    "404": "Jason Momoa",
+    "405": "Jason Mraz",
+    "406": "Jason Schwartzman",
+    "407": "Jason Segel",
+    "408": "Jason Statham",
+    "409": "Jason Sudeikis",
+    "41": "Amanda Seyfried",
+    "410": "Javier Bardem",
+    "411": "Jay Baruchel",
+    "412": "Jay-Z",
+    "413": "Jeff Bezos",
+    "414": "Jeff Bridges",
+    "415": "Jeff Daniels",
+    "416": "Jeff Goldblum",
+    "417": "Jeffrey Dean Morgan",
+    "418": "Jeffrey Donovan",
+    "419": "Jeffrey Wright",
+    "42": "Amandla Stenberg",
+    "420": "Jemima Kirke",
+    "421": "Jenna Coleman",
+    "422": "Jenna Fischer",
+    "423": "Jenna Ortega",
+    "424": "Jennifer Aniston",
+    "425": "Jennifer Connelly",
+    "426": "Jennifer Coolidge",
+    "427": "Jennifer Esposito",
+    "428": "Jennifer Garner",
+    "429": "Jennifer Hudson",
+    "43": "Amber Heard",
+    "430": "Jennifer Lawrence",
+    "431": "Jennifer Lopez",
+    "432": "Jennifer Love Hewitt",
+    "433": "Jenny Slate",
+    "434": "Jeremy Irons",
+    "435": "Jeremy Renner",
+    "436": "Jeremy Strong",
+    "437": "Jerry Seinfeld",
+    "438": "Jesse Eisenberg",
+    "439": "Jesse Metcalfe",
+    "44": "America Ferrera",
+    "440": "Jesse Plemons",
+    "441": "Jesse Tyler Ferguson",
+    "442": "Jesse Williams",
+    "443": "Jessica Alba",
+    "444": "Jessica Biel",
+    "445": "Jessica Chastain",
+    "446": "Jessica Lange",
+    "447": "Jessie Buckley",
+    "448": "Jim Carrey",
+    "449": "Jim Parsons",
+    "45": "Amy Adams",
+    "450": "Joan Collins",
+    "451": "Joan Cusack",
+    "452": "Joanne Froggatt",
+    "453": "Joaquin Phoenix",
+    "454": "Jodie Comer",
+    "455": "Jodie Foster",
+    "456": "Joe Jonas",
+    "457": "Joe Keery",
+    "458": "Joel Edgerton",
+    "459": "Joel Kinnaman",
+    "46": "Amy Poehler",
+    "460": "Joel McHale",
+    "461": "John Boyega",
+    "462": "John C. Reilly",
+    "463": "John Cena",
+    "464": "John Cho",
+    "465": "John Cleese",
+    "466": "John Corbett",
+    "467": "John David Washington",
+    "468": "John Goodman",
+    "469": "John Hawkes",
+    "47": "Amy Schumer",
+    "470": "John Krasinski",
+    "471": "John Legend",
+    "472": "John Leguizamo",
+    "473": "John Lithgow",
+    "474": "John Malkovich",
+    "475": "John Mayer",
+    "476": "John Mulaney",
+    "477": "John Oliver",
+    "478": "John Slattery",
+    "479": "John Travolta",
+    "48": "Ana de Armas",
+    "480": "John Turturro",
+    "481": "Johnny Depp",
+    "482": "Johnny Knoxville",
+    "483": "Jon Bernthal",
+    "484": "Jon Favreau",
+    "485": "Jon Hamm",
+    "486": "Jonah Hill",
+    "487": "Jonathan Groff",
+    "488": "Jonathan Majors",
+    "489": "Jonathan Pryce",
+    "49": "Andie MacDowell",
+    "490": "Jonathan Rhys Meyers",
+    "491": "Jordan Peele",
+    "492": "Jordana Brewster",
+    "493": "Joseph Fiennes",
+    "494": "Joseph Gordon-Levitt",
+    "495": "Josh Allen",
+    "496": "Josh Brolin",
+    "497": "Josh Gad",
+    "498": "Josh Hartnett",
+    "499": "Josh Hutcherson",
+    "5": "Abhishek Bachchan",
+    "50": "Andrew Garfield",
+    "500": "Josh Radnor",
+    "501": "Jude Law",
+    "502": "Judy Dench",
+    "503": "Judy Greer",
+    "504": "Julia Garner",
+    "505": "Julia Louis-Dreyfus",
+    "506": "Julia Roberts",
+    "507": "Julia Stiles",
+    "508": "Julian Casablancas",
+    "509": "Julian McMahon",
+    "51": "Andrew Lincoln",
+    "510": "Julianna Margulies",
+    "511": "Julianne Hough",
+    "512": "Julianne Moore",
+    "513": "Julianne Nicholson",
+    "514": "Juliette Binoche",
+    "515": "Juliette Lewis",
+    "516": "Juno Temple",
+    "517": "Jurnee Smollett",
+    "518": "Justin Bartha",
+    "519": "Justin Bieber",
+    "52": "Andrew Scott",
+    "520": "Justin Hartley",
+    "521": "Justin Herbert",
+    "522": "Justin Long",
+    "523": "Justin Theroux",
+    "524": "Justin Timberlake",
+    "525": "KJ Apa",
+    "526": "Kaitlyn Dever",
+    "527": "Kaley Cuoco",
+    "528": "Kanye West",
+    "529": "Karl Urban",
+    "53": "Andy Garcia",
+    "530": "Kat Dennings",
+    "531": "Kate Beckinsale",
+    "532": "Kate Bosworth",
+    "533": "Kate Hudson",
+    "534": "Kate Mara",
+    "535": "Kate Middleton",
+    "536": "Kate Upton",
+    "537": "Kate Walsh",
+    "538": "Kate Winslet",
+    "539": "Katee Sackhoff",
+    "54": "Andy Samberg",
+    "540": "Katherine Heigl",
+    "541": "Katherine Langford",
+    "542": "Katherine Waterston",
+    "543": "Kathryn Hahn",
+    "544": "Katie Holmes",
+    "545": "Katie McGrath",
+    "546": "Katy Perry",
+    "547": "Kaya Scodelario",
+    "548": "Keanu Reeves",
+    "549": "Keegan-Michael Key",
+    "55": "Andy Serkis",
+    "550": "Keira Knightley",
+    "551": "Keke Palmer",
+    "552": "Kelly Clarkson",
+    "553": "Kelly Macdonald",
+    "554": "Kelly Marie Tran",
+    "555": "Kelly Reilly",
+    "556": "Kelly Ripa",
+    "557": "Kelvin Harrison Jr.",
+    "558": "Keri Russell",
+    "559": "Kerry Washington",
+    "56": "Angela Bassett",
+    "560": "Kevin Bacon",
+    "561": "Kevin Costner",
+    "562": "Kevin Hart",
+    "563": "Kevin Spacey",
+    "564": "Ki Hong Lee",
+    "565": "Kiefer Sutherland",
+    "566": "Kieran Culkin",
+    "567": "Kiernan Shipka",
+    "568": "Kim Dickens",
+    "569": "Kim Kardashian",
+    "57": "Angelina Jolie",
+    "570": "Kirsten Dunst",
+    "571": "Kit Harington",
+    "572": "Kourtney Kardashian",
+    "573": "Kristen Bell",
+    "574": "Kristen Stewart",
+    "575": "Kristen Wiig",
+    "576": "Kristin Davis",
+    "577": "Krysten Ritter",
+    "578": "Kyle Chandler",
+    "579": "Kylie Jenner",
+    "58": "Anna Camp",
+    "580": "Kylie Minogue",
+    "581": "Lady Gaga",
+    "582": "Lake Bell",
+    "583": "Lakeith Stanfield",
+    "584": "Lamar Jackson",
+    "585": "Lana Del Rey",
+    "586": "Laura Dern",
+    "587": "Laura Harrier",
+    "588": "Laura Linney",
+    "589": "Laura Prepon",
+    "59": "Anna Faris",
+    "590": "Laurence Fishburne",
+    "591": "Laverne Cox",
+    "592": "LeBron James",
+    "593": "Lea Michele",
+    "594": "Lea Seydoux",
+    "595": "Lee Pace",
+    "596": "Leighton Meester",
+    "597": "Lena Headey",
+    "598": "Leonardo Da Vinci",
+    "599": "Leonardo DiCaprio",
+    "6": "Abigail Breslin",
+    "60": "Anna Kendrick",
+    "600": "Leslie Mann",
+    "601": "Leslie Odom Jr.",
+    "602": "Lewis Hamilton",
+    "603": "Liam Hemsworth",
+    "604": "Liam Neeson",
+    "605": "Lili Reinhart",
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