# AI Computer Vision & Smart Cameras in Malaga | Alher Tech > AI Computer Vision & Smart Cameras for businesses in Malaga. Turn any camera into an AI sensor: PPE, posture, food tracking, vehicle counting. Self-hosted AI infrastructure and bilingual support. - Canonical page: https://alhertech.com/en/services/ai-computer-vision/malaga/ - Site: Alher Tech (custom software, AI agents and SEO engineering, https://alhertech.com/) - Contact: https://alhertech.com/en/contact/ --- We turn your cameras in Malaga into real-time AI sensors, pPE detection, posture, vehicle counting, food waste, footfall. ## AI Cameras Benefits for Malaga Businesses - **Works with the Cameras You Already Have**: Malaga's tech park (PTA) is Spain's largest, hosting over 630 companies and 20,000 workers. The city's bet on becoming Europe's 'Silicon Valley of the South' has attracted billions in investment and created massive demand for software development services. - **Custom Detection Rules**: "Alert when a worker enters zone X without a helmet." "Count plates with more than 30% food left." "Notify when shelf 4 is empty." We train on your specific needs. - **Edge or On-Prem, video Never Leaves**: Inference runs on a small Jetson Orin at the camera or on a GPU server in your rack. The video stream never touches the internet, which solves GDPR and tenant privacy concerns. - **Real-Time Alerts Where You Work**: Events push into Slack, WhatsApp, SMS, email, or your custom webhook, with a still image or short clip attached so the operator sees exactly what triggered it. - **Analytics & Heatmaps**: Footfall by hour, dwell time per zone, bottleneck detection, top-selling product visibility. Years of footage turned into dashboards. - **Alerts and Reports in Any Language**: Our bilingual team ships English and Spanish content natively. Your AI agent speaks your customers' language without awkward translations. - **Fits the Tools You Already Run**: Our Spanish team is perfectly positioned to serve Malaga's international tech community, working fluently in both English and Spanish. ## How We Build Your AI Cameras in Malaga - **Use-Case Definition**: We sit with ops in Malaga and pin down the exact events to detect, the response expected and the acceptable false-positive rate. - **Data Collection & Labeling**: We gather footage, label examples of the events and build a training set balanced across conditions (day/night, angles, weather). - **Model Training**: YOLO or a fine-tuned vision-language model, optimized for your specific detections. We measure precision/recall before shipping. - **Edge Deployment**: We ship a Jetson Orin (or install on your GPU server) with all models pre-loaded and auto-start on boot. - **Alerting & Dashboard**: Slack/WhatsApp/email alerts plus a dashboard with live feed, event history and KPIs. - **Tuning & False-Positive Review**: Weekly review of flagged events in the first month, with every false positive fed back into training. ## AI Technologies We Use From self-hosted open-source models to cloud APIs, we choose the right tool for each ai cameras use case. ## Related services Neighbouring problems we also solve, in case the one that brought you here is not the first to tackle. - [AI for Manufacturing](https://alhertech.com/en/services/ai-for-manufacturing/) - [AI for Construction](https://alhertech.com/en/services/ai-for-construction/) - [AI Agents & Automation](https://alhertech.com/en/services/ai-agents/) - [All our services](https://alhertech.com/en/services/): The full catalogue, from web and mobile to AI, data and maintenance. ## AI Cameras in Malaga: FAQ ### What detections can you train? PPE (helmets, vests, gloves), posture and ergonomics, intrusions in restricted zones, vehicle type and plate recognition, footfall and heatmaps, food waste and plate analysis, product-on-shelf detection, queue length, loitering, falls and accidents, open-safe detection, and custom classes specific to your operation. ### Do I need special cameras? No. Any modern IP camera with an RTSP stream works. We've deployed on Hikvision, Axis, Dahua, Reolink and cheap generic brands. What matters is lens placement and lighting, which we audit on site. ### Is the video sent to the cloud? Not unless you want it to. We run the analysis on the device itself (a Jetson Orin by the NVR) or on a GPU server in your office. Only detection metadata and short clips of flagged events leave the building, and only if you choose to receive them remotely. ### How much does it cost? It scales with the number of sites, the number of trained detections and the hardware each site needs, which is exactly why we audit on site before quoting. The audit gives you a detailed written number instead of a range that would not survive contact with your plant. ### What about GDPR and employee privacy? We follow GDPR strictly, data-minimization, on-edge processing, no face recognition unless explicitly contracted, proper signage, DPIA support and configurable retention. For employee-monitoring use cases we advise aggregate-only metrics (no individual tracking). ### Do you work with Malaga businesses remotely? We work with companies across Malaga's tech ecosystem, from the PTA technology park to the growing startup scene in Soho and the digital businesses along the Costa del Sol.