czeslov / weather-classification

This model classifies weather conditions based on images. It uses a Convolutional Neural Network (CNN) trained on various weather phenomena to predict the weather condition of a given image.

Cold

Public
8 runs
T4

Run with an API

Playground API Examples README Versions

Prediction

czeslov/weather-classification:3ff244bbbe41fd9fd6558e789a29c67c993c69e6cb8429b81ac21627e1260194

Model

czeslov/weather-classification:3ff244bb

jt8z82ww81rge0cmhyvsnxjzm4

Status

Succeeded

Source

Web

Hardware

Total duration

38.9s

Created

4 months ago

Input

img

{
  "img": "https://replicate.delivery/pbxt/MMrqCfauwgRogO1enPDxkrQ4o8nzJqcP5HYUg6zh99fg7hX8/0754.jpg"
}

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 czeslov/weather-classification using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "czeslov/weather-classification:3ff244bbbe41fd9fd6558e789a29c67c993c69e6cb8429b81ac21627e1260194",
  {
    input: {
      img: "https://replicate.delivery/pbxt/MMrqCfauwgRogO1enPDxkrQ4o8nzJqcP5HYUg6zh99fg7hX8/0754.jpg"
    }
  }
);

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 czeslov/weather-classification using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "czeslov/weather-classification:3ff244bbbe41fd9fd6558e789a29c67c993c69e6cb8429b81ac21627e1260194",
    input={
        "img": "https://replicate.delivery/pbxt/MMrqCfauwgRogO1enPDxkrQ4o8nzJqcP5HYUg6zh99fg7hX8/0754.jpg"
    }
)
print(output)

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

Run czeslov/weather-classification 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": "czeslov/weather-classification:3ff244bbbe41fd9fd6558e789a29c67c993c69e6cb8429b81ac21627e1260194",
    "input": {
      "img": "https://replicate.delivery/pbxt/MMrqCfauwgRogO1enPDxkrQ4o8nzJqcP5HYUg6zh99fg7hX8/0754.jpg"
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

rainbow

Generated in

0.6 seconds

Tweak it Share Report

Prediction

czeslov/weather-classification:3ff244bbbe41fd9fd6558e789a29c67c993c69e6cb8429b81ac21627e1260194

Model

czeslov/weather-classification:3ff244bb

mtyxkrzp9xrgc0cmhyy8g8nt88

Status

Succeeded

Source

Web

Hardware

Total duration

14.6s

Created

4 months ago

Input

img

{
  "img": "https://replicate.delivery/pbxt/MMrvkF67pMjvpv8ZHZZiNA1aupMQfIlwobOUocNSw7A5DsPp/0485.jpg"
}

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 czeslov/weather-classification using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "czeslov/weather-classification:3ff244bbbe41fd9fd6558e789a29c67c993c69e6cb8429b81ac21627e1260194",
  {
    input: {
      img: "https://replicate.delivery/pbxt/MMrvkF67pMjvpv8ZHZZiNA1aupMQfIlwobOUocNSw7A5DsPp/0485.jpg"
    }
  }
);

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 czeslov/weather-classification using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "czeslov/weather-classification:3ff244bbbe41fd9fd6558e789a29c67c993c69e6cb8429b81ac21627e1260194",
    input={
        "img": "https://replicate.delivery/pbxt/MMrvkF67pMjvpv8ZHZZiNA1aupMQfIlwobOUocNSw7A5DsPp/0485.jpg"
    }
)
print(output)

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

Run czeslov/weather-classification 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": "czeslov/weather-classification:3ff244bbbe41fd9fd6558e789a29c67c993c69e6cb8429b81ac21627e1260194",
    "input": {
      "img": "https://replicate.delivery/pbxt/MMrvkF67pMjvpv8ZHZZiNA1aupMQfIlwobOUocNSw7A5DsPp/0485.jpg"
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

hail

Generated in

0.7 seconds

Tweak it Share Report

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czeslov / weather-classification

Prediction

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Output

Prediction

Input

Output

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Logs (mtyxkrzp9xrgc0cmhyy8g8nt88)