commit files to HF hub
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- .gitattributes +50 -0
- README.md +232 -0
- config.json +128 -0
- images/apple.jpg +3 -0
- images/apricot.jpg +3 -0
- images/asparagus.jpg +3 -0
- images/avocado.jpg +3 -0
- images/banana.jpg +3 -0
- images/bell_pepper.jpg +3 -0
- images/blackberry.jpg +3 -0
- images/blueberry.jpg +3 -0
- images/broccoli.jpg +3 -0
- images/cabbage.jpg +3 -0
- images/cantaloupe.jpg +3 -0
- images/carrot.jpg +3 -0
- images/cauliflower.jpg +3 -0
- images/celery.jpg +3 -0
- images/cherry.jpg +3 -0
- images/coconut.jpg +3 -0
- images/corn.jpg +3 -0
- images/cranberry.jpg +3 -0
- images/cucumber.jpg +3 -0
- images/date.jpg +3 -0
- images/dragon_fruit.jpg +3 -0
- images/eggplant.jpg +3 -0
- images/fig.jpg +3 -0
- images/grape.jpg +3 -0
- images/grapefruit.jpg +3 -0
- images/guava.jpg +3 -0
- images/honeydew.jpg +3 -0
- images/kiwi.jpg +3 -0
- images/leek.jpg +3 -0
- images/lettuce.jpg +3 -0
- images/mango.jpg +3 -0
- images/nectarine.jpg +3 -0
- images/orange.jpg +3 -0
- images/papaya.jpg +3 -0
- images/passion_fruit.jpg +3 -0
- images/pea.jpg +3 -0
- images/peach.jpg +3 -0
- images/pear.jpg +3 -0
- images/pineapple.jpg +3 -0
- images/plum.jpg +3 -0
- images/pomegranate.jpg +3 -0
- images/potato.jpg +3 -0
- images/radish.jpg +3 -0
- images/raspberry.jpg +3 -0
- images/spinach.jpg +3 -0
- images/strawberry.jpg +3 -0
- images/sweet_potato.jpg +3 -0
.gitattributes
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@@ -33,3 +33,53 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst 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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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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images/apple.jpg filter=lfs diff=lfs merge=lfs -text
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images/apricot.jpg filter=lfs diff=lfs merge=lfs -text
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images/asparagus.jpg filter=lfs diff=lfs merge=lfs -text
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images/avocado.jpg filter=lfs diff=lfs merge=lfs -text
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images/banana.jpg filter=lfs diff=lfs merge=lfs -text
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images/bell_pepper.jpg filter=lfs diff=lfs merge=lfs -text
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images/blackberry.jpg filter=lfs diff=lfs merge=lfs -text
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images/blueberry.jpg filter=lfs diff=lfs merge=lfs -text
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images/broccoli.jpg filter=lfs diff=lfs merge=lfs -text
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images/cabbage.jpg filter=lfs diff=lfs merge=lfs -text
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images/cantaloupe.jpg filter=lfs diff=lfs merge=lfs -text
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images/carrot.jpg filter=lfs diff=lfs merge=lfs -text
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images/cauliflower.jpg filter=lfs diff=lfs merge=lfs -text
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images/celery.jpg filter=lfs diff=lfs merge=lfs -text
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images/cherry.jpg filter=lfs diff=lfs merge=lfs -text
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images/coconut.jpg filter=lfs diff=lfs merge=lfs -text
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images/corn.jpg filter=lfs diff=lfs merge=lfs -text
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images/cranberry.jpg filter=lfs diff=lfs merge=lfs -text
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images/cucumber.jpg filter=lfs diff=lfs merge=lfs -text
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images/date.jpg filter=lfs diff=lfs merge=lfs -text
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images/dragon_fruit.jpg filter=lfs diff=lfs merge=lfs -text
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images/eggplant.jpg filter=lfs diff=lfs merge=lfs -text
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images/fig.jpg filter=lfs diff=lfs merge=lfs -text
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images/grape.jpg filter=lfs diff=lfs merge=lfs -text
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images/grapefruit.jpg filter=lfs diff=lfs merge=lfs -text
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images/guava.jpg filter=lfs diff=lfs merge=lfs -text
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images/honeydew.jpg filter=lfs diff=lfs merge=lfs -text
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images/kiwi.jpg filter=lfs diff=lfs merge=lfs -text
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images/leek.jpg filter=lfs diff=lfs merge=lfs -text
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images/lettuce.jpg filter=lfs diff=lfs merge=lfs -text
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images/mango.jpg filter=lfs diff=lfs merge=lfs -text
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images/nectarine.jpg filter=lfs diff=lfs merge=lfs -text
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images/orange.jpg filter=lfs diff=lfs merge=lfs -text
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images/papaya.jpg filter=lfs diff=lfs merge=lfs -text
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images/passion_fruit.jpg filter=lfs diff=lfs merge=lfs -text
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images/pea.jpg filter=lfs diff=lfs merge=lfs -text
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images/peach.jpg filter=lfs diff=lfs merge=lfs -text
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images/pear.jpg filter=lfs diff=lfs merge=lfs -text
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images/pineapple.jpg filter=lfs diff=lfs merge=lfs -text
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images/plum.jpg filter=lfs diff=lfs merge=lfs -text
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images/pomegranate.jpg filter=lfs diff=lfs merge=lfs -text
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images/potato.jpg filter=lfs diff=lfs merge=lfs -text
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images/radish.jpg filter=lfs diff=lfs merge=lfs -text
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images/raspberry.jpg filter=lfs diff=lfs merge=lfs -text
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images/spinach.jpg filter=lfs diff=lfs merge=lfs -text
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images/strawberry.jpg filter=lfs diff=lfs merge=lfs -text
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images/sweet_potato.jpg filter=lfs diff=lfs merge=lfs -text
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images/tomato.jpg filter=lfs diff=lfs merge=lfs -text
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images/watermelon.jpg filter=lfs diff=lfs merge=lfs -text
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images/zucchini.jpg filter=lfs diff=lfs merge=lfs -text
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README.md
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1 |
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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: fruit-classifier-1.0
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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: 0.8994662165641785
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---
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# fruit-classifier-1.0
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Autogenerated by HuggingPics🤗🖼️
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Create your own image classifier for **anything** by running [the demo on Google Colab](https://colab.research.google.com/github/nateraw/huggingpics/blob/main/HuggingPics.ipynb).
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Report any issues with the demo at the [github repo](https://github.com/nateraw/huggingpics).
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## Example Images
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#### apple
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![apple](images/apple.jpg)
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#### apricot
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![apricot](images/apricot.jpg)
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#### asparagus
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![asparagus](images/asparagus.jpg)
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#### avocado
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![avocado](images/avocado.jpg)
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#### banana
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![banana](images/banana.jpg)
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#### bell_pepper
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![bell_pepper](images/bell_pepper.jpg)
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#### blackberry
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![blackberry](images/blackberry.jpg)
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#### blueberry
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![blueberry](images/blueberry.jpg)
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#### broccoli
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![broccoli](images/broccoli.jpg)
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#### cabbage
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![cabbage](images/cabbage.jpg)
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#### cantaloupe
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![cantaloupe](images/cantaloupe.jpg)
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#### carrot
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![carrot](images/carrot.jpg)
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#### cauliflower
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![cauliflower](images/cauliflower.jpg)
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#### celery
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![celery](images/celery.jpg)
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#### cherry
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![cherry](images/cherry.jpg)
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#### coconut
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![coconut](images/coconut.jpg)
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#### corn
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![corn](images/corn.jpg)
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#### cranberry
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![cranberry](images/cranberry.jpg)
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#### cucumber
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![cucumber](images/cucumber.jpg)
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#### date
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![date](images/date.jpg)
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#### dragon_fruit
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![dragon_fruit](images/dragon_fruit.jpg)
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#### eggplant
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![eggplant](images/eggplant.jpg)
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#### fig
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![fig](images/fig.jpg)
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#### grape
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![grape](images/grape.jpg)
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#### grapefruit
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![grapefruit](images/grapefruit.jpg)
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#### guava
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![guava](images/guava.jpg)
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#### honeydew
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![honeydew](images/honeydew.jpg)
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#### kiwi
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![kiwi](images/kiwi.jpg)
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#### leek
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![leek](images/leek.jpg)
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#### lettuce
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![lettuce](images/lettuce.jpg)
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#### mango
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![mango](images/mango.jpg)
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#### nectarine
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![nectarine](images/nectarine.jpg)
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#### orange
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![orange](images/orange.jpg)
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#### papaya
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![papaya](images/papaya.jpg)
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#### passion_fruit
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![passion_fruit](images/passion_fruit.jpg)
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#### pea
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![pea](images/pea.jpg)
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#### peach
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![peach](images/peach.jpg)
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#### pear
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![pear](images/pear.jpg)
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#### pineapple
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![pineapple](images/pineapple.jpg)
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#### plum
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![plum](images/plum.jpg)
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#### pomegranate
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![pomegranate](images/pomegranate.jpg)
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#### potato
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![potato](images/potato.jpg)
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#### radish
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![radish](images/radish.jpg)
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#### raspberry
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![raspberry](images/raspberry.jpg)
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#### spinach
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![spinach](images/spinach.jpg)
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#### strawberry
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![strawberry](images/strawberry.jpg)
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#### sweet_potato
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![sweet_potato](images/sweet_potato.jpg)
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#### tomato
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![tomato](images/tomato.jpg)
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#### watermelon
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![watermelon](images/watermelon.jpg)
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#### zucchini
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![zucchini](images/zucchini.jpg)
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config.json
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|
1 |
+
{
|
2 |
+
"_name_or_path": "google/vit-base-patch16-224-in21k",
|
3 |
+
"architectures": [
|
4 |
+
"ViTForImageClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.0,
|
7 |
+
"encoder_stride": 16,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.0,
|
10 |
+
"hidden_size": 768,
|
11 |
+
"id2label": {
|
12 |
+
"0": "apple",
|
13 |
+
"1": "apricot",
|
14 |
+
"10": "cantaloupe",
|
15 |
+
"11": "carrot",
|
16 |
+
"12": "cauliflower",
|
17 |
+
"13": "celery",
|
18 |
+
"14": "cherry",
|
19 |
+
"15": "coconut",
|
20 |
+
"16": "corn",
|
21 |
+
"17": "cranberry",
|
22 |
+
"18": "cucumber",
|
23 |
+
"19": "date",
|
24 |
+
"2": "asparagus",
|
25 |
+
"20": "dragon_fruit",
|
26 |
+
"21": "eggplant",
|
27 |
+
"22": "fig",
|
28 |
+
"23": "grape",
|
29 |
+
"24": "grapefruit",
|
30 |
+
"25": "guava",
|
31 |
+
"26": "honeydew",
|
32 |
+
"27": "kiwi",
|
33 |
+
"28": "leek",
|
34 |
+
"29": "lettuce",
|
35 |
+
"3": "avocado",
|
36 |
+
"30": "mango",
|
37 |
+
"31": "nectarine",
|
38 |
+
"32": "orange",
|
39 |
+
"33": "papaya",
|
40 |
+
"34": "passion_fruit",
|
41 |
+
"35": "pea",
|
42 |
+
"36": "peach",
|
43 |
+
"37": "pear",
|
44 |
+
"38": "pineapple",
|
45 |
+
"39": "plum",
|
46 |
+
"4": "banana",
|
47 |
+
"40": "pomegranate",
|
48 |
+
"41": "potato",
|
49 |
+
"42": "radish",
|
50 |
+
"43": "raspberry",
|
51 |
+
"44": "spinach",
|
52 |
+
"45": "strawberry",
|
53 |
+
"46": "sweet_potato",
|
54 |
+
"47": "tomato",
|
55 |
+
"48": "watermelon",
|
56 |
+
"49": "zucchini",
|
57 |
+
"5": "bell_pepper",
|
58 |
+
"6": "blackberry",
|
59 |
+
"7": "blueberry",
|
60 |
+
"8": "broccoli",
|
61 |
+
"9": "cabbage"
|
62 |
+
},
|
63 |
+
"image_size": 224,
|
64 |
+
"initializer_range": 0.02,
|
65 |
+
"intermediate_size": 3072,
|
66 |
+
"label2id": {
|
67 |
+
"apple": "0",
|
68 |
+
"apricot": "1",
|
69 |
+
"asparagus": "2",
|
70 |
+
"avocado": "3",
|
71 |
+
"banana": "4",
|
72 |
+
"bell_pepper": "5",
|
73 |
+
"blackberry": "6",
|
74 |
+
"blueberry": "7",
|
75 |
+
"broccoli": "8",
|
76 |
+
"cabbage": "9",
|
77 |
+
"cantaloupe": "10",
|
78 |
+
"carrot": "11",
|
79 |
+
"cauliflower": "12",
|
80 |
+
"celery": "13",
|
81 |
+
"cherry": "14",
|
82 |
+
"coconut": "15",
|
83 |
+
"corn": "16",
|
84 |
+
"cranberry": "17",
|
85 |
+
"cucumber": "18",
|
86 |
+
"date": "19",
|
87 |
+
"dragon_fruit": "20",
|
88 |
+
"eggplant": "21",
|
89 |
+
"fig": "22",
|
90 |
+
"grape": "23",
|
91 |
+
"grapefruit": "24",
|
92 |
+
"guava": "25",
|
93 |
+
"honeydew": "26",
|
94 |
+
"kiwi": "27",
|
95 |
+
"leek": "28",
|
96 |
+
"lettuce": "29",
|
97 |
+
"mango": "30",
|
98 |
+
"nectarine": "31",
|
99 |
+
"orange": "32",
|
100 |
+
"papaya": "33",
|
101 |
+
"passion_fruit": "34",
|
102 |
+
"pea": "35",
|
103 |
+
"peach": "36",
|
104 |
+
"pear": "37",
|
105 |
+
"pineapple": "38",
|
106 |
+
"plum": "39",
|
107 |
+
"pomegranate": "40",
|
108 |
+
"potato": "41",
|
109 |
+
"radish": "42",
|
110 |
+
"raspberry": "43",
|
111 |
+
"spinach": "44",
|
112 |
+
"strawberry": "45",
|
113 |
+
"sweet_potato": "46",
|
114 |
+
"tomato": "47",
|
115 |
+
"watermelon": "48",
|
116 |
+
"zucchini": "49"
|
117 |
+
},
|
118 |
+
"layer_norm_eps": 1e-12,
|
119 |
+
"model_type": "vit",
|
120 |
+
"num_attention_heads": 12,
|
121 |
+
"num_channels": 3,
|
122 |
+
"num_hidden_layers": 12,
|
123 |
+
"patch_size": 16,
|
124 |
+
"problem_type": "single_label_classification",
|
125 |
+
"qkv_bias": true,
|
126 |
+
"torch_dtype": "float32",
|
127 |
+
"transformers_version": "4.35.2"
|
128 |
+
}
|
images/apple.jpg
ADDED
![]() |
Git LFS Details
|
images/apricot.jpg
ADDED
![]() |
Git LFS Details
|
images/asparagus.jpg
ADDED
![]() |
Git LFS Details
|
images/avocado.jpg
ADDED
![]() |
Git LFS Details
|
images/banana.jpg
ADDED
![]() |
Git LFS Details
|
images/bell_pepper.jpg
ADDED
![]() |
Git LFS Details
|
images/blackberry.jpg
ADDED
![]() |
Git LFS Details
|
images/blueberry.jpg
ADDED
![]() |
Git LFS Details
|
images/broccoli.jpg
ADDED
![]() |
Git LFS Details
|
images/cabbage.jpg
ADDED
![]() |
Git LFS Details
|
images/cantaloupe.jpg
ADDED
![]() |
Git LFS Details
|
images/carrot.jpg
ADDED
![]() |
Git LFS Details
|
images/cauliflower.jpg
ADDED
![]() |
Git LFS Details
|
images/celery.jpg
ADDED
![]() |
Git LFS Details
|
images/cherry.jpg
ADDED
![]() |
Git LFS Details
|
images/coconut.jpg
ADDED
![]() |
Git LFS Details
|
images/corn.jpg
ADDED
![]() |
Git LFS Details
|
images/cranberry.jpg
ADDED
![]() |
Git LFS Details
|
images/cucumber.jpg
ADDED
![]() |
Git LFS Details
|
images/date.jpg
ADDED
![]() |
Git LFS Details
|
images/dragon_fruit.jpg
ADDED
![]() |
Git LFS Details
|
images/eggplant.jpg
ADDED
![]() |
Git LFS Details
|
images/fig.jpg
ADDED
![]() |
Git LFS Details
|
images/grape.jpg
ADDED
![]() |
Git LFS Details
|
images/grapefruit.jpg
ADDED
![]() |
Git LFS Details
|
images/guava.jpg
ADDED
![]() |
Git LFS Details
|
images/honeydew.jpg
ADDED
![]() |
Git LFS Details
|
images/kiwi.jpg
ADDED
![]() |
Git LFS Details
|
images/leek.jpg
ADDED
![]() |
Git LFS Details
|
images/lettuce.jpg
ADDED
![]() |
Git LFS Details
|
images/mango.jpg
ADDED
![]() |
Git LFS Details
|
images/nectarine.jpg
ADDED
![]() |
Git LFS Details
|
images/orange.jpg
ADDED
![]() |
Git LFS Details
|
images/papaya.jpg
ADDED
![]() |
Git LFS Details
|
images/passion_fruit.jpg
ADDED
![]() |
Git LFS Details
|
images/pea.jpg
ADDED
![]() |
Git LFS Details
|
images/peach.jpg
ADDED
![]() |
Git LFS Details
|
images/pear.jpg
ADDED
![]() |
Git LFS Details
|
images/pineapple.jpg
ADDED
![]() |
Git LFS Details
|
images/plum.jpg
ADDED
![]() |
Git LFS Details
|
images/pomegranate.jpg
ADDED
![]() |
Git LFS Details
|
images/potato.jpg
ADDED
![]() |
Git LFS Details
|
images/radish.jpg
ADDED
![]() |
Git LFS Details
|
images/raspberry.jpg
ADDED
![]() |
Git LFS Details
|
images/spinach.jpg
ADDED
![]() |
Git LFS Details
|
images/strawberry.jpg
ADDED
![]() |
Git LFS Details
|
images/sweet_potato.jpg
ADDED
![]() |
Git LFS Details
|