ai-agent

Tianchi-2019: Automate Cloth Defect Detection

Identify fabric flaws with this solution for startup founders in manufacturing, using computer vision.
415 stars142 forksPythonGuide quality 9/10Updated 5/3/2024100% free · open source
What it does

Detects cloth defects in images using a deep learning-based approach, providing a solution for the Tianchi 2019 Guangdong Intelligent Identification of Cloth Defects competition

When to use it
  • When you need to automate the inspection of cloth products for defects
  • When you have a large dataset of images of cloth products with defects
  • When you want to improve the efficiency of your quality control process for cloth manufacturing
Ready-to-paste prompt
python test.py --image_path=/path/to/test/image --model_path=/path/to/trained/model
Heads up: The repository assumes you have a GPU with CUDA support, if you don't have a GPU, you need to modify the code to use CPU or install a GPU simulator
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/tianchi-2019-guangdong-intelligent-identification-of-cloth && curl -fsSL https://workflowstacks.com/api/skills/tianchi-2019-guangdong-intelligent-identification-of-cloth/claude-skill -o ~/.claude/skills/tianchi-2019-guangdong-intelligent-identification-of-cloth/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.

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Details
Creator
zhengye1995
Language
Python
Category
ai-agent
Published
12/3/2019

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