Vinicius Soares

Dogs, Cats and Birds

Object Detection

Dogs, Cats and Birds Computer Vision Project

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1000 images
Explore Dataset

Model for detecting dogs, cats and birds. Images and labels taken from Google Open Images Dataset V7

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.


This project has a YOLOv8 model checkpoint available for inference with Roboflow Deploy. YOLOv8 is a new state-of-the-art real-time object detection model.

Cite this Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{ dogs-cats-and-birds_dataset,
    title = { Dogs, Cats and Birds Dataset },
    type = { Open Source Dataset },
    author = { Vinicius Soares },
    howpublished = { \url{ } },
    url = { },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2023 },
    month = { aug },
    note = { visited on 2023-12-04 },

Find utilities and guides to help you start using the Dogs, Cats and Birds project in your project.

Last Updated

4 months ago

Project Type

Object Detection




Ball, Bat (Animal), Bed, Bench, Bicycle, Bird, Book, Bookcase, Boot, Bottle, Bowl, Box, Boy, Building, Bus, Cabinetry, Car, Cart, Cat, Cat furniture, Cattle, Chair, Chest of drawers, Christmas tree, Clothing, Computer keyboard, Computer monitor, Computer mouse, Couch, Countertop, Cupboard, Curtain, Desk, Dog, Dog bed, Door, Drawer, Dress, Drink, Drum, Duck, Elephant, Fashion accessory, Fedora, Fireplace, Flower, Flowerpot, Flying disc, Footwear, Fountain, Fox, Furniture, Gas stove, Girl, Glasses, Goldfish, Goose, Heater, Home appliance, Horse, House, Houseplant, Human arm, Human beard, Human body, Human ear, Human eye, Human face, Human foot, Human hair, Human hand, Human head, Human leg, Human mouth, Human nose, Insect, Jacket, Jeans, Land vehicle, Laptop, Lemon, Loveseat, Mammal, Man, Marine mammal, Mobile phone, Motorcycle, Musical keyboard, Nail (Construction), Paddle, Pen, Person, Piano, Picture frame, Pig, Pillow, Plant, Plate, Platter, Poster, Printer, Rabbit, Sculpture, Seat belt, Shelf, Sink, Stairs, Stool, Sunglasses, Swimming pool, Swimwear, Table, Tap, Teddy bear, Tennis ball, Tire, Toy, Tree, Trousers, Truck, Vehicle, Vehicle registration plate, Wheel, Window, Window blind, Woman, Wood-burning stove

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CC BY 4.0

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