Identify programming languages by image
using AI
Below is a free classifier to identify programming languages by image. Just upload your image, and our AI will predict which programming language the code snippet is written in - in just seconds.
API Access
import nyckel
credentials = nyckel.Credentials("YOUR_CLIENT_ID", "YOUR_CLIENT_SECRET")
nyckel.invoke("programming-languages-by-image-identifier", "your_image_url", credentials)
fetch('https://www.nyckel.com/v1/functions/programming-languages-by-image-identifier/invoke', {
method: 'POST',
headers: {
'Authorization': 'Bearer ' + 'YOUR_BEARER_TOKEN',
'Content-Type': 'application/json',
},
body: JSON.stringify(
{"data": "your_image_url"}
)
})
.then(response => response.json())
.then(data => console.log(data));
curl -X POST \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_BEARER_TOKEN" \
-d '{"data": "your_image_url"}' \
https://www.nyckel.com/v1/functions/programming-languages-by-image-identifier/invoke
How this classifier works
To start, upload your image. Our AI tool will then predict which programming language the code snippet is written in.
This pretrained image model uses a Nyckel-created dataset and has 30 labels, including Python Logo and Java Logo.
We'll also show a confidence score (the higher the number, the more confident the AI model is around which programming language the code snippet is written in).
Whether you're just curious or building programming languages by image detection into your application, we hope our classifier proves helpful.
Recommended Classifiers
Need to identify programming languages by image at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Coding Education: This multilabel image classification function can be used in online learning platforms to automatically identify the programming language being used in coding screenshots. This helps in categorizing and organizing content, ensuring it's easy for learners to identify and access resources for specific programming languages.
- Technical Hiring: Companies can use this functionality to sift through applicant portfolios. By identifying images representing different programming languages, companies can quickly gauge an applicant's expertise and versatility in different coding languages.
- Competitive Analysis: Software companies can use this function to analyze competitors' software products/screenshots to determine which programming languages they're using. This information can be useful in developing competitive strategies.
- Online Forums and Communities: In platforms where users share their code snippets or screen captures, this tool can be used to automatically tag or sort posts based on the detected programming language, streamlining search and navigation for other users.
- Forensic Software Analysis: For entities involved in cybersecurity and forensic analysis, this function can help identify the programming languages of malicious software or suspicious files, assisting in comprehending how a piece of software works and potentially identifying its creators.
- Work Management Tools: In tech companies where multiple projects are in progress, this feature can be incorporated into work management tools to identify and categorize tasks according to the programming language, aiding project managers in assigning work to developers with corresponding expertise.
- Technical Documentation Classification: For companies that maintain large technical document libraries, this tool can help classify the content based on the programming languages identified in attached screenshots or diagrams, making it easier for employees to locate relevant documents.