| Task | Models | Use Cases | |------|--------|------------| | Image classification | ResNet, EfficientNet, ViT | Medical diagnosis, product recognition | | Object detection | YOLO, DETR, Faster R-CNN | Autonomous driving, surveillance | | Segmentation | U-Net, Mask R-CNN, DeepLab | Cancer cell segmentation, satellite imagery | | Image generation | GANs, Diffusion | Art, design, data augmentation | | Video analysis | 3D CNN, Video Transformers | Action recognition, sports analytics |
Neural Computing & Applications is an international journal which publishes original research Springer Nature Link neural computing and applications
Several architectures have defined the landscape of modern neural applications: | Task | Models | Use Cases |