Frame
Define what needs to be detected, classified, or segmented.
Service
Computer Vision
Teach machines to see what matters.
Image classification, object detection, and segmentation with YOLO, trained on your own data.
What’s included
Capabilities
- CNN image classification
- Object detection using YOLO
- Instance segmentation using YOLO
- Fine-tuning YOLO for custom object detection
- Real-time video inference
- Deployment
Typical tools
- Python
- PyTorch
- Torchvision
- YOLO
- OpenCV
- Roboflow
- Fast ALPR
How it works01 02 03 04
The process
Train
Train CNN classifiers and fine-tune YOLO models on existing datasets.
Evaluate
Measure precision, recall, and mAP; study failure cases.
Deploy
Serve models for images, video streams, or APIs.