Empowering the Digital Transformation
of the Fashion Industry
At Ingedata, We provide high-quality image annotation for clothing, accessories, patterns, and textures. Improve the performance of your computer vision models for product recognition, visual search, automated tagging, and virtual try-on applications with data that’s accurate and scalable.
The benefits of Industry 4.0 and smart manufacturing are redefining how fashion and footwear companies operate. With AI and automation, brands can offer customized fashion products at scale, access deeper consumer insights, and optimize internal processes. Smart manufacturing enables sustainable supply chains, improves energy efficiency, and reduces the carbon footprint of the textile industry.
At Ingedata, we provide the structured data that supports this transformation—from production-level datasets to consumer behavior analytics—helping fashion brands move toward eco-conscious, mass-customized innovation.
At Ingedata, we offer a full suite of data annotation solutions to support the development of Computer Vision and Machine Learning models for fashion and retail. Whether you're building product recognition systems, virtual fitting rooms, or automated inventory tools, our services ensure clean, consistent, and contextually relevant training data.
Bounding boxes are among the most common segmentation tools. They define object shape by X and Y coordinates and are quick to implement. While fast, they may include surrounding elements, which can reduce the precision of your detection model.
Polygons accurately outline specific regions of interest while excluding background noise that could reduce your model’s performance. Though not as detailed as semantic segmentation, polygons are much faster to draw—making them ideal for high-volume, accurate training datasets.
We tag images with single or multiple classification labels based on pre-defined fashion categories—developed in collaboration with domain experts. This ensures your model is aligned with market standards, whether you’re categorizing by type, style, color, or brand.
We provide high-end data services thanks to our proven methodology and, most importantly, our exceptional team of 500. At Ingedata, we’re more than a data company—we’re a people company. Our mission is to bring skilled talent from developing countries onto the global AI stage, combining social impact with technical excellence. Our partners trust us not only for the quality of our work, but for the ethics and people-first values that drive it.
« Ingedata is a crucial partner to fasten the time to market of our AI models. They act with a strong collaborative mindset. I was impressed by the way they onboarded a specialist team in Fashion, that was trained specifically using our previous work with the Institut Français de la Mode. »
Jaafar Bounaim CEO @MiroaOne of the bases used for data annotation by our Fashion business experts is an ontology created by the 'Institut Français de la Mode'.
Understanding market trends to lead a luxury brand’s decisions on their future collections.
Learn more about our approach and explore our case studies
Let’s Build Smarter Fashion Together
Proudly awarded as an official contributor to the reforestation project in Madagascar
(Bôndy - 2024)
