suyashnpande/scene-perception-m1

Scene Perception Module 1

Multi-task transformer (distilroberta-base) for single-scene film analysis. Produces 256-d scene embeddings consumed by Module 2.

11 Scene-Level Heads

#	Head	Type	Output
1	emotional_valence	4-class	Positive_Uplifting, Neutral_Complex, Tension_Action, Negative_Distressing
2	conflict_nature	6-class	Physical_Danger, Psychological_Tension, Interpersonal_Conflict, Moral_Dilemma, Environmental_Threat, Unknown_Threat
3	acoustic_space	6-class	Interior_Small, Interior_Large, Outdoor_Natural, Outdoor_Urban, Vehicle, Abstract
4	reality_layer	5-class	Present, Memory, Dream, Internal, Distorted
5	score_dynamic_shape	4-class	Build_Release, Sustained, Sudden_Drop, Flat
6	scene_interaction_tone	5-class	Conflict, Bonding, Expository, Negotiation, Reflective
7	pacing_intensity	regression	1–10
8	action_intensity	regression	0–10
9	scene_tension_raw	regression	1–10
10	scene_arousal	regression	0–1
11	emotion_tags	multi-label 7	Anger, Joy, Sadness, Fear, Disgust, Surprise, Neutral