02 oct
|
Labor Mexicana
|
Saltillo
02 oct
Labor Mexicana
Saltillo
Founding Computer Vision & Visual Perception Lead
Labor Mexicana is looking for the technical leader who will develop a new proprietary industrial visual inspection technology.
This is not a position for installing or configuring commercial vision systems. We are looking for someone who can build the vision algorithms: transforming images and video from different devices into reliable, explainable and traceable inspection results under real industrial conditions.
The Technical Challenge
Develop a visual perception engine capable of analyzing image and video sequences under changing position, perspective, distance, lighting and motion.
The solution must identify defects and anomalies, determine which areas have already been observed, avoid counting the same finding multiple times and recognize when the available visual evidence is insufficient to produce a reliable result.
The technology must remain independent of any specific camera manufacturer and be adaptable to different image-capture and computing devices.
What You Will Build
- Algorithms for defect detection,
segmentation and localization.
- Video processing and automatic selection of useful frames.
- Tracking and temporal association of detections.
- Compensation for motion, perspective changes and scale variations.
- Image registration and correspondence across multiple views of the same object or surface.
- Visual coverage estimation and identification of unobserved areas.
- Deduplication of findings detected across different frames.
- Detection of invalid images caused by blur, poor lighting, obstruction or out-of-distribution conditions.
- Anomaly-detection models for applications with limited defect samples.
- Local and offline inference across different computing platforms.
- A reusable architecture that can support different parts, processes and image-capture devices.
- Visual evidence and metrics that explain why the system produced each result.
Required Profile
- Strong programming experience
📌 Computer Vision (Saltillo)
🏢 Labor Mexicana
📍 Saltillo