Some of the top performing deep learning models in computer vision are mentioned below. However, best is quite subjective and it really depends on the tasks, dataset, and requirements. Factors pertaining to the choice of model could range from accuracy, speed, model size, application, and data.
Image Classification:
- ResNet
- EfficientNet
- Vision Transformer
Object Detection:
- YOLO
- SSD
- Faster R-CNN
Image Segmentation:
- U-Net
- Mask R-CNN
Others:
- DINO
- CLIP
