ai-agent

image-similarity-deep-ranking: Image Comparison

Name: image-similarity-deep-ranking: Image Comparison
Author: akarshzingade

Compare images with deep learning.

374 stars103 forksPythonGuide quality 8/10Updated 7/25/2019100% free · open source

What it does

This tool uses deep learning to rank the similarity between images, allowing you to compare and identify similar images in a dataset.

When to use it

•When you need to identify duplicate or near-duplicate images in a large dataset
•When you want to automatically organize and categorize images based on their visual similarity
•When you're building an application that requires image search or recommendation functionality

Ready-to-paste prompt

python main.py --query_image data/query_image.jpg --dataset data/images --top_k 5

Heads up: Make sure you have the required GPU dependencies installed, including CUDA and cuDNN, as the tool uses GPU acceleration for deep learning computations

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/image-similarity-deep-ranking && curl -fsSL https://workflowstacks.com/api/skills/image-similarity-deep-ranking/claude-skill -o ~/.claude/skills/image-similarity-deep-ranking/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How image-similarity-deep-ranking: Image Comparison works

Codeflow

Free to inspect

Image-similarity-deep-ranking: Image Comparison is a small Python project (~1.5k lines across 4 code files). Setup is light: installs like a normal app. Reading the code is optional. Last commit 87 months ago, no license file, no tests found.

Size

Small codebase

~1.5k lines · 4 code files · 13 min skim

Setup

One-command install

Installs like a normal app. Reading the code is optional.

Runs on

Python

No API keys detected

Python 100%

Where to start reading

1
README.md
Start here — what it does and how to install it

READMENo tests foundThin docsNo CINo licenseLast update 87 mo ago