Your bespoke AI model for image and video analysis

Groupe Guillin, Europe's leading food packaging manufacturer, has a catalogue of nearly 25,000 references that its sales reps need to identify quickly when visiting customers. Galadrim trained the vision model that recognises a piece of packaging in a photograph and matches it to its reference. We collected the training images together with the group's teams. Now a photo of a product is all it takes to get its reference on the spot.

Castrol, part of the BP group, runs an automated filling line on a fully offline site. Stepping into it during a cycle risks a serious accident. We trained a detection model on several hours of video and 500 annotated images, chose hardware able to run it on site, then installed the system on the line. A camera monitors the danger zone continuously: the moment someone enters it, an alert goes out, and no image ever leaves the plant.

Mecaprotec treats and finishes the surfaces of parts for the aerospace industry, including painting and chemical treatments. Counting parts at the inspection station tied its operators to a repetitive task with a direct impact on throughput. Galadrim trained a computer vision model that detects and counts the parts from the station's images, sized the hardware required, then delivered the application the quality teams use to track inspections at the pilot site.

Chanel's neuroscience unit wanted to understand how its products are really used, based on filmed tests. The aim was quantifiable data on how a person applies a cosmetic. Galadrim developed image recognition algorithms that track the user's head, hand and fingers throughout the video. Each gesture is counted and classified by type: semi-circular massage or tapping. That gives Chanel an objective measure of how a cosmetic is applied.

Avranches Automatic opens arcades in railway stations, including Lyon Part-Dieu, and wanted to link every game played to the player's account without modifying the machines. Galadrim developed the vision module that continuously reads the video feed from each machine's screen, picks out the end-of-game score and sends it to the server, from a board installed inside the machine. Players unlock a machine with their contactless card, play, then find their score and ranking in the mobile app delivered with the system.

YourArt combines an art news outlet with a marketplace where artists and galleries exhibit and sell their work, with over a million visitors a month. Its visitors were searching for works without knowing the vocabulary: style, technique or movement. Galadrim embedded two developers and a designer in the product team for two and a half years. Together we built a search that understands a plain-language description just as well as a reference image, using visual features extracted from every work in the catalogue.

Gozoki, a French food group specialising in premium ready meals, is rolling out a network of autonomous shops open around the clock. In-store operations are monitored entirely by automatic surveillance. Galadrim developed the vision system that analyses the shop's cameras live, tracks every person and every product, and identifies the situations that need flagging. The web application delivered with the system shows the state of the shop in real time and alerts security staff to incidents.