Prediction

Model

adirik/owlvit-base-patch32:5e899f15

2viboyrc3hn5eelepidmqfzm6i

Status

Succeeded

Source

Web

Hardware

Total duration

3m 31s

Created

about 2 years ago

Webhook

–

Input

image: https://replicate.delivery/pbxt/JhlycB8ScNVrMu0ke1Xlg09ajbsmMfp4TK19JXpnYq6GrHK8/astronaut.png
query: human face, rocket, star-spangled banner, nasa badge
threshold: 0.11
show_visualisation: true

{
  "image": "https://replicate.delivery/pbxt/JhlycB8ScNVrMu0ke1Xlg09ajbsmMfp4TK19JXpnYq6GrHK8/astronaut.png",
  "query": "human face, rocket, star-spangled banner, nasa badge",
  "show_visualisation": true,
  "threshold": 0.11
}

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=r8_DZD**********************************

This is your API token. Keep it to yourself.

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run adirik/owlvit-base-patch32 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "adirik/owlvit-base-patch32:5e899f155a1913c4b7304d09082d842ca7fe6cb1f22e066c83eb1d7849dc37c2",
  {
    input: {
      image: "https://replicate.delivery/pbxt/JhlycB8ScNVrMu0ke1Xlg09ajbsmMfp4TK19JXpnYq6GrHK8/astronaut.png",
      query: "human face, rocket, star-spangled banner, nasa badge",
      show_visualisation: true,
      threshold: 0.11
    }
  }
);

console.log(output);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=r8_DZD**********************************

This is your API token. Keep it to yourself.

Import the client:

import replicate

Run adirik/owlvit-base-patch32 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "adirik/owlvit-base-patch32:5e899f155a1913c4b7304d09082d842ca7fe6cb1f22e066c83eb1d7849dc37c2",
    input={
        "image": "https://replicate.delivery/pbxt/JhlycB8ScNVrMu0ke1Xlg09ajbsmMfp4TK19JXpnYq6GrHK8/astronaut.png",
        "query": "human face, rocket, star-spangled banner, nasa badge",
        "show_visualisation": True,
        "threshold": 0.11
    }
)

print(output)

To learn more, take a look at the guide on getting started with Python.

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=r8_DZD**********************************

This is your API token. Keep it to yourself.

Run adirik/owlvit-base-patch32 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

curl -s -X POST \
  -H "Authorization: Bearer $REPLICATE_API_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Prefer: wait" \
  -d $'{
    "version": "adirik/owlvit-base-patch32:5e899f155a1913c4b7304d09082d842ca7fe6cb1f22e066c83eb1d7849dc37c2",
    "input": {
      "image": "https://replicate.delivery/pbxt/JhlycB8ScNVrMu0ke1Xlg09ajbsmMfp4TK19JXpnYq6GrHK8/astronaut.png",
      "query": "human face, rocket, star-spangled banner, nasa badge",
      "show_visualisation": true,
      "threshold": 0.11
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

Object output with 2 properties

json_data

{
  "objects": [
    {
      "bbox": [
        180,
        71,
        271,
        178
      ],
      "confidence": 0.35713595151901245,
      "label": "human face"
    },
    {
      "bbox": [
        1,
        1,
        105,
        509
      ],
      "confidence": 0.13790424168109894,
      "label": "star-spangled banner"
    },
    {
      "bbox": [
        350,
        -1,
        468,
        288
      ],
      "confidence": 0.2110234647989273,
      "label": "rocket"
    },
    {
      "bbox": [
        129,
        348,
        206,
        427
      ],
      "confidence": 0.28099769353866577,
      "label": "nasa badge"
    },
    {
      "bbox": [
        277,
        338,
        327,
        380
      ],
      "confidence": 0.1195005401968956,
      "label": "nasa badge"
    }
  ]
}

result_image(result.png)

Download output

{
  "id": "2viboyrc3hn5eelepidmqfzm6i",
  "model": "adirik/owlvit-base-patch32",
  "version": "5e899f155a1913c4b7304d09082d842ca7fe6cb1f22e066c83eb1d7849dc37c2",
  "input": {
    "image": "https://replicate.delivery/pbxt/JhlycB8ScNVrMu0ke1Xlg09ajbsmMfp4TK19JXpnYq6GrHK8/astronaut.png",
    "query": "human face, rocket, star-spangled banner, nasa badge",
    "show_visualisation": true,
    "threshold": 0.11
  },
  "logs": "human face, rocket, star-spangled banner, nasa badge True\n/root/.pyenv/versions/3.9.18/lib/python3.9/site-packages/transformers/models/owlvit/image_processing_owlvit.py:429: FutureWarning: `post_process` is deprecated and will be removed in v5 of Transformers, please use `post_process_object_detection` instead, with `threshold=0.` for equivalent results.\nwarnings.warn(",
  "output": {
    "json_data": {
      "objects": [
        {
          "bbox": [
            180,
            71,
            271,
            178
          ],
          "confidence": 0.35713595151901245,
          "label": "human face"
        },
        {
          "bbox": [
            1,
            1,
            105,
            509
          ],
          "confidence": 0.13790424168109894,
          "label": "star-spangled banner"
        },
        {
          "bbox": [
            350,
            -1,
            468,
            288
          ],
          "confidence": 0.2110234647989273,
          "label": "rocket"
        },
        {
          "bbox": [
            129,
            348,
            206,
            427
          ],
          "confidence": 0.28099769353866577,
          "label": "nasa badge"
        },
        {
          "bbox": [
            277,
            338,
            327,
            380
          ],
          "confidence": 0.1195005401968956,
          "label": "nasa badge"
        }
      ]
    },
    "result_image": "https://replicate.delivery/pbxt/oO5rHoHwsrYGJh5HeElqpBBmjoi1gkXxGofpiQuxMvDNlduRA/result.png"
  },
  "data_removed": false,
  "error": null,
  "source": "web",
  "status": "succeeded",
  "created_at": "2023-10-15T17:50:51.320269Z",
  "started_at": "2023-10-15T17:54:17.027849Z",
  "completed_at": "2023-10-15T17:54:22.524691Z",
  "urls": {
    "cancel": "https://api.replicate.com/v1/predictions/2viboyrc3hn5eelepidmqfzm6i/cancel",
    "get": "https://api.replicate.com/v1/predictions/2viboyrc3hn5eelepidmqfzm6i"
  },
  "metrics": {
    "predict_time": 5.496842,
    "total_time": 211.204422
  }
}

Generated in

5.5 seconds

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