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Project Type

Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

Classes

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apple banana cucumber corn orange

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Try Avocado Detection API

Run on custom image

Drop or click to upload

# 1. Import the library
from inference_sdk import InferenceHTTPClient

# 2. Connect to your workspace
client = InferenceHTTPClient(
  api_url="https://serverless.roboflow.com",
  api_key="API_KEY"
)

# 3. Run your workflow on an image
result = client.run_workflow(
  workspace_name="<YOUR_WORKSPACE>",
  workflow_id="<YOUR_WORKFLOW_ID>",
  images={
    "image": "YOUR_IMAGE.jpg"  # Path to your image file
  },
  parameters={
    "classes": "avocado"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Top Avocado Datasets and Models

The datasets below can be used to train fine-tuned models for avocado detection. You can explore each dataset in your browser using Roboflow and export the dataset into one of many formats.

Related Objects of Interest:

apple banana cucumber corn orange

Grocery1 project thumbnail

Object Detection

Grocery1

by Dmitri Kaslov

11

3.24k images1 model125

apple banana beef bread broccoli butter carrot cheese chicken chocolate corn ginger juice lemon lettuce lime mango meat milk mushroom

Combined Vegetables & Fruits project thumbnail

Object Detection

Combined Vegetables & Fruits

11

42k images2

apple avocado banana bell pepper blueberry broccoli cabbage carrot cauliflower cherry corn cucumber egg eggplant garlic grape kiwi lemon lettuce lime

Vegetables project thumbnail

Object Detection

Vegetables

9

2.88k images350

avocado bell pepper broccoli cabbage carrot corn cucumber eggplant garlic onion potato pumpkin salad tomato beans beet brus capusta cayliflower celery fasol

fruits and veg 2 project thumbnail

Object Detection

fruits and veg 2

9

7.04k images1 model72

apple avocado banana cucumber egg guava mango orange peach pear pineapple strawberry watermelon Bitter melon Brinjal Cabbage Calabash Capsicum Cauliflower Cherry

whatsInYourFridge project thumbnail

Object Detection

whatsInYourFridge

9

14.2k images1 model42

apple avocado banana beef bread broccoli butter cabbage carrot cauliflower cheese chicken corn cucumber egg eggplant fish garlic ginger lemon

test project thumbnail

Object Detection

test

8

24.8k images

apple avocado banana bread broccoli butter carrot cauliflower cheese corn cucumber egg eggplant garlic ginger kiwi lemon lettuce lime meat

Cook AI project thumbnail

Object Detection

Cook AI

by FridgeDetector

7

9.98k images1 model60

apple avocado banana beef bread broccoli butter can carrot cauliflower cheese cherry chicken chocolate coffee corn cucumber egg eggplant fish

Groceries project thumbnail

Object Detection

Groceries

by IdenTVIntern

5

1.57k images2 models12

fruit vegetable -Apple Asparagus Avocado Banana Beans Blackberries Blueberries Book Broccoli Brussel Sprouts Butter Cabbage Cantaloupe Carrots Cauliflower Cerealbox Cheese

ingredients project thumbnail

Object Detection

ingredients

by Wonkeun Jung

5

9.61k images1 model42

apple avocado bakery banana beef bell pepper bottle bread broccoli butter cabbage can candy carrot cauliflower cheese cherry chicken chocolate coconut

Food Ingredients Image Detection_Team4 project thumbnail

Object Detection

Food Ingredients Image Detection_Team4

4

9.9k images1 model123

apple avocado banana beef bell pepper bottle bread broccoli butter cabbage can carrot cauliflower cheese cherry chicken chocolate corn crab cucumber

Tornado project thumbnail

Object Detection

Tornado

by ElarabyGroupElinux

4

10k images2 models58

apple avocado banana beef bottle bread broccoli butter can carrot cauliflower cheese cherry chicken chocolate coffee corn cucumber egg eggplant

Ingredient project thumbnail

Object Detection

Ingredient

4

3.55k images18

apple avocado banana cabbage carrot corn cucumber egg eggplant garlic grape guava kiwi lemon lime mango melon onion orange papaya

Mofu project thumbnail

Object Detection

Mofu

by Ha Jong Myeong

4

100 images137

apple avocado banana beef bread butter cabbage carrot cheese chicken corn cucumber egg garlic ginger lemon milk mushroom noodle onion

Food Recognition project thumbnail

Instance Segmentation

Food Recognition

4

9.9k images57

apple avocado banana beef beer bread broccoli butter cauliflower cheese chicken chocolate coconut corn croissant cucumber egg eggplant fish garlic

ingredients-detector project thumbnail

Object Detection

ingredients-detector

by wonkeun Jung

3

9.06k images2 models62

apple avocado bakery banana beef blueberry bottle bread broccoli butter can candy carrot cauliflower cheese cherry chicken chocolate coconut cookie

group_work project thumbnail

Object Detection

group_work

by Computer Vision Group

3

5.75k images2 models122

apple avocado banana beef bread broccoli butter carrot cauliflower cheese chicken chocolate coffee corn cucumber egg fish garlic lemon lettuce

fruits and vegetables project thumbnail

fruits and vegetables

by PROJECTBASED

3

9.53k images9

Amaranth Apple Apricot Asparagus Avocado Banana Beans Beetroot Bell Berry Bitter Black Blueberry Bottle Brinjal Broccoli Cabbage Capsicum Carrot Cashew

nutrition-object-detection project thumbnail

Object Detection

nutrition-object-detection

by IE

3

9.32k images1 model37

apple avocado banana beef bread broccoli butter carrot cauliflower cheese chicken chocolate coffee corn cucumber egg fish garlic lemon lettuce

Food Seg - v17 project thumbnail

Instance Segmentation

Food Seg - v17

by SeniorResearch

3

1.63k images

apple avocado background banana blueberry bread broccoli cabbage cake carrot cauliflower cherry chocolate coffee corn crab cucumber date egg eggplant

Grocery Product detection project thumbnail

Object Detection

Grocery Product detection

3

10.2k images2 models33

apple banana beef book bread broccoli butter cabbage carrot cauliflower cheese chicken chocolate corn cucumber egg eggplant garlic ginger grape

allinone project thumbnail

Object Detection

allinone

by foodtraining

3

42.8k images1 model11

Apple Apple Pie Avocado Banana Beetroot Bell Pepper Bread Broccoli Burger Cabbage Cake Carrot Cauliflower Cheese Cheesecake Chicken Coconut Coke Cookie Corn

aicook-self-annotated project thumbnail

Object Detection

aicook-self-annotated

2

453 images43

apple avocado banana beef bread broccoli butter carrot cauliflower cheese chicken chocolate corn cucumber eggplant ginger juice kiwi lemon lettuce

572_FRUITS_VEGETABLES project thumbnail

Object Detection

572_FRUITS_VEGETABLES

by ML DataTrain

2

6.97k images1 model76

apple avocado banana cucumber egg guava mango orange peach pear pineapple strawberry watermelon Bitter melon Brinjal Cabbage Calabash Capsicum Cauliflower Cherry

Meat detection project thumbnail

Object Detection

Meat detection

2

1.55k images1 model23

apple avocado banana beef bread butter cabbage carrot cheese chicken corn cucumber egg garlic ginger lemon milk mushroom noodle onion

Kuelschrank detector project thumbnail

Object Detection

Kuelschrank detector

2

6.73k images1 model4

apple avocado banana bread broccoli butter cabbage carrot cheese corn cucumber egg eggplant fish ginger juice lemon lettuce lime mango

fruits and veg project thumbnail

Object Detection

fruits and veg

2

7.04k images

apple avocado banana cucumber egg guava mango orange peach pear pineapple strawberry watermelon Bitter melon Brinjal Cabbage Calabash Capsicum Cauliflower Cherry

MyGroceryProducts project thumbnail

MyGroceryProducts

by Dmitri Kaslov

2

3.35k images25

apple banana beef bread broccoli butter carrot cheese chicken chocolate corn ginger juice lemon lettuce lime mango meat milk mushroom

Complete Food project thumbnail

Object Detection

Complete Food

2

46.7k images

cabbage corn cucumber eggplant garlic hamburger onion salad sausage sushi Apple Apple Pie Avocado Banana Basil Rice Beetroot Bell Pepper Bread Broccoli Bualoy

Food Ingredient Recognition project thumbnail

Object Detection

Food Ingredient Recognition

by Test Image Preprocessing

2

5.21k images3 models69

apple avocado banana bell pepper broccoli cabbage carrot cauliflower coconut corn crab cucumber egg eggplant garlic ginger lemon lettuce mango melon

food class project thumbnail

Object Detection

food class

2

2.05k images1 model26

Apple Apricot Aubergine Avocado Banana Beef Curry Beef Steak Bread Cabbage Carrot Cauliflower Cheese Cherry Chicken Chili Corn Croissant Cucumber Dates Egg

retail-grocery-main3 project thumbnail

Object Detection

retail-grocery-main3

2

27.9k images

apple avocado banana beef beer bell pepper blueberry bread broccoli butter carrot carton cherry chicken chocolate coke corn crab cucumber egg

Agri-CS&AI project thumbnail

Instance Segmentation

Agri-CS&AI

by AHAUCSRESEARCH

2

1.03k images

apple avocado banana blueberry cherry coconut grape lemon mango melon orange papaya peach pear pineapple pomegranate strawberry sunflower tomato watermelon

Food Detection project thumbnail

Instance Segmentation

Food Detection

2

7.07k images1 model

apple avocado banana blueberry bread broccoli cabbage cake candy carrot cauliflower cherry chocolate coffee corn crab cucumber date egg eggplant

FoodTypes - individual & in fridge project thumbnail

Object Detection

FoodTypes - individual & in fridge

2

3.24k images1 model30

apple banana beef bread broccoli butter carrot cheese chicken chocolate corn ginger juice lemon lettuce lime mango meat milk mushroom

Kitchen project thumbnail

Object Detection

Kitchen

2

3.46k images9 models16

avocado broccoli cabbage corn cucumber eggplant pumpkin salad Beans Beef Bell pepper Carrot Chicken Egg Fish Garlic Lemon Onion Pasta Potato

Final Complete Food project thumbnail

Object Detection

Final Complete Food

2

93.5k images7

cabbage corn cucumber eggplant garlic hamburger onion salad sausage sushi Apple Apple Pie Avocado Banana Basil Rice Beetroot Bell Pepper Bread Broccoli Bualoy

fridge-instance project thumbnail

Instance Segmentation

fridge-instance

2

1.56k images5

apple banana beer bottle bread broccoli butter can carrot cheese chocolate container cucumber door egg food ginger honey juice kiwi

custom_data project thumbnail

Object Detection

custom_data

2

5.38k images1 model16

banana cherry pineapple tomato 1 15 Apple Avocado Blueberry Capsicum Kiwi Mango Orange Pink lady apple Rockmelon Strawberry Wheat dragon fruit snake fruit

Deteksi Buah project thumbnail

Instance Segmentation

Deteksi Buah

by university sriwijaya

2

1.68k images1 model12

apple avocado banana cherry kiwi mango orange pineapple watermelon Strawberry

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