cjwbw

aesthetic-predictor

Cold

A linear estimator on top of clip to predict the aesthetic quality of pictures

Public

9.2K runs

Run with an API

Pricing

GitHub

License

Playground API Examples README Versions

Prediction

cjwbw/aesthetic-predictor:1cd3a58952297a3415b7674841f4a26992a20d771e7efdd405df4e18ba46eefe

Model

cjwbw/aesthetic-predictor:1cd3a589

4a33tz2a5jexno33teby4fq25m

Status

Succeeded

Source

Web

Hardware

–

Total duration

1m 43s

Created

over 2 years ago by @chenxwh

Input

image
clip_model: vit_l_14

{
  "image": "https://replicate.delivery/pbxt/HnxgWuBCi6XFLNmLkJZ4syITRhL5stYvNnAX5axgE8Uox68s/lovely-cat-as-domestic-animal-view-pictures-182393057.jpg",
  "clip_model": "vit_l_14"
}

Install Replicate’s Node.js client library:

npm install replicate

Import and set up the client:

import Replicate from "replicate";

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

Run cjwbw/aesthetic-predictor using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "cjwbw/aesthetic-predictor:1cd3a58952297a3415b7674841f4a26992a20d771e7efdd405df4e18ba46eefe",
  {
    input: {
      image: "https://replicate.delivery/pbxt/HnxgWuBCi6XFLNmLkJZ4syITRhL5stYvNnAX5axgE8Uox68s/lovely-cat-as-domestic-animal-view-pictures-182393057.jpg",
      clip_model: "vit_l_14"
    }
  }
);

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

Import the client:

import replicate

Run cjwbw/aesthetic-predictor using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "cjwbw/aesthetic-predictor:1cd3a58952297a3415b7674841f4a26992a20d771e7efdd405df4e18ba46eefe",
    input={
        "image": "https://replicate.delivery/pbxt/HnxgWuBCi6XFLNmLkJZ4syITRhL5stYvNnAX5axgE8Uox68s/lovely-cat-as-domestic-animal-view-pictures-182393057.jpg",
        "clip_model": "vit_l_14"
    }
)

print(output)

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

Run cjwbw/aesthetic-predictor 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": "cjwbw/aesthetic-predictor:1cd3a58952297a3415b7674841f4a26992a20d771e7efdd405df4e18ba46eefe",
    "input": {
      "image": "https://replicate.delivery/pbxt/HnxgWuBCi6XFLNmLkJZ4syITRhL5stYvNnAX5axgE8Uox68s/lovely-cat-as-domestic-animal-view-pictures-182393057.jpg",
      "clip_model": "vit_l_14"
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

4.04365348815918

Generated in

3.8 seconds

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