ajanco
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Commit
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commit files to HF hub
Browse files- .gitattributes +32 -0
- README.md +156 -0
- config.json +92 -0
- images/airheads.jpg +3 -0
- images/candy_corn.jpg +3 -0
- images/caramel.jpg +3 -0
- images/chips.jpg +3 -0
- images/chocolate.jpg +3 -0
- images/fruit.jpg +3 -0
- images/gum.jpg +3 -0
- images/haribo.jpg +3 -0
- images/jelly_beans.jpg +3 -0
- images/lollipop.jpg +3 -0
- images/m&ms.jpg +3 -0
- images/marshmallow.jpg +3 -0
- images/mentos.jpg +3 -0
- images/mint.jpg +3 -0
- images/nerds.jpg +3 -0
- images/peeps.jpg +3 -0
- images/pez.jpg +3 -0
- images/popcorn.jpg +3 -0
- images/pretzel.jpg +3 -0
- images/reeses.jpg +3 -0
- images/seeds.jpg +3 -0
- images/skittles.jpg +3 -0
- images/snickers.jpg +3 -0
- images/soda.jpg +3 -0
- images/sour.jpg +3 -0
- images/swedish_fish.jpg +3 -0
- images/taffy.jpg +3 -0
- images/tootsie.jpg +3 -0
- images/twix.jpg +3 -0
- images/twizzlers.jpg +3 -0
- images/warheads.jpg +3 -0
- images/whoppers.jpg +3 -0
- preprocessor_config.json +17 -0
- pytorch_model.bin +3 -0
- runs/events.out.tfevents.1658943513.apjanco.285701.0 +3 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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images/airheads.jpg filter=lfs diff=lfs merge=lfs -text
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images/candy_corn.jpg filter=lfs diff=lfs merge=lfs -text
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images/caramel.jpg filter=lfs diff=lfs merge=lfs -text
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images/chips.jpg filter=lfs diff=lfs merge=lfs -text
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images/chocolate.jpg filter=lfs diff=lfs merge=lfs -text
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images/fruit.jpg filter=lfs diff=lfs merge=lfs -text
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images/gum.jpg filter=lfs diff=lfs merge=lfs -text
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images/haribo.jpg filter=lfs diff=lfs merge=lfs -text
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images/jelly_beans.jpg filter=lfs diff=lfs merge=lfs -text
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images/lollipop.jpg filter=lfs diff=lfs merge=lfs -text
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images/m&ms.jpg filter=lfs diff=lfs merge=lfs -text
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images/marshmallow.jpg filter=lfs diff=lfs merge=lfs -text
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images/mentos.jpg filter=lfs diff=lfs merge=lfs -text
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images/mint.jpg filter=lfs diff=lfs merge=lfs -text
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images/nerds.jpg filter=lfs diff=lfs merge=lfs -text
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images/peeps.jpg filter=lfs diff=lfs merge=lfs -text
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images/pez.jpg filter=lfs diff=lfs merge=lfs -text
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images/popcorn.jpg filter=lfs diff=lfs merge=lfs -text
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images/pretzel.jpg filter=lfs diff=lfs merge=lfs -text
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images/reeses.jpg filter=lfs diff=lfs merge=lfs -text
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images/seeds.jpg filter=lfs diff=lfs merge=lfs -text
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images/skittles.jpg filter=lfs diff=lfs merge=lfs -text
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images/snickers.jpg filter=lfs diff=lfs merge=lfs -text
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images/soda.jpg filter=lfs diff=lfs merge=lfs -text
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images/sour.jpg filter=lfs diff=lfs merge=lfs -text
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images/swedish_fish.jpg filter=lfs diff=lfs merge=lfs -text
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images/taffy.jpg filter=lfs diff=lfs merge=lfs -text
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images/tootsie.jpg filter=lfs diff=lfs merge=lfs -text
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images/twix.jpg filter=lfs diff=lfs merge=lfs -text
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images/twizzlers.jpg filter=lfs diff=lfs merge=lfs -text
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images/warheads.jpg filter=lfs diff=lfs merge=lfs -text
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images/whoppers.jpg filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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tags:
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- image-classification
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- pytorch
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- huggingpics
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metrics:
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- accuracy
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model-index:
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- name: candy-first
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results:
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- task:
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name: Image Classification
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type: image-classification
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.7436399459838867
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---
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# candy-first
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An initial attempt to identify candy in images.
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## Example Images
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#### airheads
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![airheads](images/airheads.jpg)
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#### candy corn
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![candy corn](images/candy_corn.jpg)
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#### caramel
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![caramel](images/caramel.jpg)
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#### chips
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![chips](images/chips.jpg)
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#### chocolate
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![chocolate](images/chocolate.jpg)
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#### fruit
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![fruit](images/fruit.jpg)
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#### gum
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![gum](images/gum.jpg)
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#### haribo
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![haribo](images/haribo.jpg)
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#### jelly beans
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![jelly beans](images/jelly_beans.jpg)
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#### lollipop
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![lollipop](images/lollipop.jpg)
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#### m&ms
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![m&ms](images/m&ms.jpg)
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#### marshmallow
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![marshmallow](images/marshmallow.jpg)
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#### mentos
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![mentos](images/mentos.jpg)
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#### mint
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![mint](images/mint.jpg)
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#### nerds
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![nerds](images/nerds.jpg)
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#### peeps
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![peeps](images/peeps.jpg)
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#### pez
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![pez](images/pez.jpg)
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#### popcorn
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![popcorn](images/popcorn.jpg)
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#### pretzel
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![pretzel](images/pretzel.jpg)
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#### reeses
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![reeses](images/reeses.jpg)
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#### seeds
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![seeds](images/seeds.jpg)
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#### skittles
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![skittles](images/skittles.jpg)
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#### snickers
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![snickers](images/snickers.jpg)
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#### soda
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![soda](images/soda.jpg)
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#### sour
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![sour](images/sour.jpg)
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#### swedish fish
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![swedish fish](images/swedish_fish.jpg)
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#### taffy
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![taffy](images/taffy.jpg)
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#### tootsie
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![tootsie](images/tootsie.jpg)
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#### twix
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![twix](images/twix.jpg)
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#### twizzlers
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![twizzlers](images/twizzlers.jpg)
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#### warheads
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![warheads](images/warheads.jpg)
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#### whoppers
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![whoppers](images/whoppers.jpg)
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config.json
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{
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"_name_or_path": "google/vit-base-patch16-224-in21k",
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"architectures": [
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"ViTForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"encoder_stride": 16,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": "airheads",
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"1": "candy corn",
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"10": "m&ms",
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"11": "marshmallow",
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"12": "mentos",
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"13": "mint",
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"14": "nerds",
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"15": "peeps",
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"16": "pez",
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"17": "popcorn",
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"18": "pretzel",
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"19": "reeses",
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"2": "caramel",
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"20": "seeds",
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"21": "skittles",
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"22": "snickers",
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"23": "soda",
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"24": "sour",
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"25": "swedish fish",
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"26": "taffy",
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"27": "tootsie",
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"28": "twix",
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"29": "twizzlers",
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"3": "chips",
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"30": "warheads",
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"31": "whoppers",
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"4": "chocolate",
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"5": "fruit",
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"6": "gum",
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"7": "haribo",
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"8": "jelly beans",
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"9": "lollipop"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"airheads": "0",
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"candy corn": "1",
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"caramel": "2",
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"chips": "3",
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"chocolate": "4",
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"fruit": "5",
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"gum": "6",
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"haribo": "7",
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"jelly beans": "8",
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"lollipop": "9",
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"m&ms": "10",
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"marshmallow": "11",
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"mentos": "12",
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"mint": "13",
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"nerds": "14",
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"peeps": "15",
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"pez": "16",
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"popcorn": "17",
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"pretzel": "18",
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"reeses": "19",
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"seeds": "20",
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"skittles": "21",
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"snickers": "22",
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"soda": "23",
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"sour": "24",
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"swedish fish": "25",
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"taffy": "26",
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"tootsie": "27",
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"twix": "28",
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"twizzlers": "29",
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"warheads": "30",
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"whoppers": "31"
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},
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"layer_norm_eps": 1e-12,
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"model_type": "vit",
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_hidden_layers": 12,
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"patch_size": 16,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.20.1"
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}
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images/airheads.jpg
ADDED
Git LFS Details
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images/candy_corn.jpg
ADDED
Git LFS Details
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images/caramel.jpg
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Git LFS Details
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images/chips.jpg
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Git LFS Details
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images/chocolate.jpg
ADDED
Git LFS Details
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images/fruit.jpg
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Git LFS Details
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images/gum.jpg
ADDED
Git LFS Details
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images/haribo.jpg
ADDED
Git LFS Details
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images/jelly_beans.jpg
ADDED
Git LFS Details
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images/lollipop.jpg
ADDED
Git LFS Details
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images/m&ms.jpg
ADDED
Git LFS Details
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images/marshmallow.jpg
ADDED
Git LFS Details
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images/mentos.jpg
ADDED
Git LFS Details
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images/mint.jpg
ADDED
Git LFS Details
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images/nerds.jpg
ADDED
Git LFS Details
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images/peeps.jpg
ADDED
Git LFS Details
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images/pez.jpg
ADDED
Git LFS Details
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images/popcorn.jpg
ADDED
Git LFS Details
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images/pretzel.jpg
ADDED
Git LFS Details
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images/reeses.jpg
ADDED
Git LFS Details
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images/seeds.jpg
ADDED
Git LFS Details
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images/skittles.jpg
ADDED
Git LFS Details
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images/snickers.jpg
ADDED
Git LFS Details
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images/soda.jpg
ADDED
Git LFS Details
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images/sour.jpg
ADDED
Git LFS Details
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images/swedish_fish.jpg
ADDED
Git LFS Details
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images/taffy.jpg
ADDED
Git LFS Details
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images/tootsie.jpg
ADDED
Git LFS Details
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images/twix.jpg
ADDED
Git LFS Details
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images/twizzlers.jpg
ADDED
Git LFS Details
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images/warheads.jpg
ADDED
Git LFS Details
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images/whoppers.jpg
ADDED
Git LFS Details
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preprocessor_config.json
ADDED
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+
{
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+
"do_normalize": true,
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"do_resize": true,
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"feature_extractor_type": "ViTFeatureExtractor",
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"image_mean": [
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0.5,
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0.5,
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0.5
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],
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"image_std": [
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0.5,
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0.5,
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0.5
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],
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"resample": 2,
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"size": 224
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+
}
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pytorch_model.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:cf2f302b2d688b9ee2e565c4d06a16f3535cec58eb2ee09e4d552aa24722973d
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size 343356401
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runs/events.out.tfevents.1658943513.apjanco.285701.0
ADDED
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+
version https://git-lfs.github.com/spec/v1
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+
oid sha256:60f927398bc66d4f363e85bd9fac2428b29bcc623b3980c7b40034b7d5783600
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size 3493
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