@huggingface/tasks/src/tasks/video-classification/spec/input.json

List of ML tasks for huggingface.co/tasks

{
	"$id": "/inference/schemas/video-classification/input.json",
	"$schema": "http://json-schema.org/draft-06/schema#",
	"description": "Inputs for Video Classification inference",
	"title": "VideoClassificationInput",
	"type": "object",
	"properties": {
		"inputs": {
			"description": "The input video data"
		},
		"parameters": {
			"description": "Additional inference parameters for Video Classification",
			"$ref": "#/$defs/VideoClassificationParameters"
		}
	},
	"$defs": {
		"VideoClassificationParameters": {
			"title": "VideoClassificationParameters",
			"type": "object",
			"properties": {
				"function_to_apply": {
					"title": "TextClassificationOutputTransform",
					"$ref": "/inference/schemas/common-definitions.json#/definitions/ClassificationOutputTransform",
					"description": "The function to apply to the model outputs in order to retrieve the scores."
				},
				"num_frames": {
					"type": "integer",
					"description": "The number of sampled frames to consider for classification."
				},
				"frame_sampling_rate": {
					"type": "integer",
					"description": "The sampling rate used to select frames from the video."
				},
				"top_k": {
					"type": "integer",
					"description": "When specified, limits the output to the top K most probable classes."
				}
			}
		}
	},
	"required": ["inputs"]
}