Vision tasks

Adapted for this playbook from the 🤗 Transformers documentation by Hugging Face. Official page: https://huggingface.co/docs/transformers/tasks/image_classification. Images © Hugging Face (documentation-images) unless noted. This is not a substitute for the upstream docs — verify against the current version.

Covers Hugging Face pages: tasks/image_classification, semantic_segmentation, object_detection, instance_segmentation, video_classification, zero_shot_object_detection

Task	Official guide
Image classification	image_classification
Semantic segmentation	semantic_segmentation
Object detection	object_detection
Instance segmentation	instance_segmentation
Video classification	video_classification
Zero-shot object detection	zero_shot_object_detection

Source: Hugging Face documentation images.

See flagships ViT and CLIP.

What to do next

Multimodal tasks.