Universe

QUT Fish Dataset Computer Vision Model

bythesisTask:
Classification
License:CC BY 4.01.28k views50 downloads

How to use the QUT Fish Dataset Classification API

Try This Model

Drop an image here or click to upload

Or try a test image 

Code Snippets

from inference_sdk import InferenceHTTPClient

CLIENT = InferenceHTTPClient(
    api_url="https://serverless.roboflow.com",
    api_key="API_KEY"
)

result = CLIENT.infer("YOUR_IMAGE.jpg", model_id="qut-fish-dataset/1")
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Code
pip install inference-sdk
# 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": "A73EGS-P, acanthaluteres_brownii, acanthaluteres_spilomelanurus, acanthaluteres_vittiger, acanthistius_cinctus"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Run on custom image

Drop an image here or click to upload

Detecting classes:
Or try a test image 
See all 4.3k imagesQUT Fish Dataset fish-species sample showing paramonacanthus_choirocephalusQUT Fish Dataset fish-species sample showing bodianus_perditioQUT Fish Dataset fish-species sample showing lutjanus_boharQUT Fish Dataset fish-species sample showing zenarchopterus_disparQUT Fish Dataset fish-species sample showing anampses_neoguinaicusQUT Fish Dataset fish-species sample showing pseudanthias_disparQUT Fish Dataset fish-species sample showing carcharhinus_amblyrhynchosQUT Fish Dataset fish-species sample showing choerodon_zamboangaeQUT Fish Dataset fish-species sample showing lethrinus_erythracanthusQUT Fish Dataset fish-species sample showing bodianus_loxozonusQUT Fish Dataset fish-species sample showing halichoeres_biocellatusQUT Fish Dataset fish-species sample showing rastrelliger_kanagurta

About QUT Fish Dataset Model

This project hosts a subset (in-situ) of the QUT fish data set.

v1 - Original images resized (stretched) to 512 x 512 and Auto-oriented.

Credits:

QUT Project Website QUT Fish Dataset hosted on Kaggle

Cite This Project

LicenseCC BY 4.0

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

@misc{ qut-fish-dataset_dataset,
  title = { QUT Fish Dataset Dataset },
  type = { Open Source Dataset },
  author = { thesis },
  howpublished = { \url{ https://universe.roboflow.com/thesis-mncjr/qut-fish-dataset } },
  url = { https://universe.roboflow.com/thesis-mncjr/qut-fish-dataset },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2023 },
  month = { jul },
  note = { visited on 2026-07-29 },
}

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