1. Overview This dataset is a curated collection of 40958+ high-resolution images capturing natural human interactions and visible anatomical features, designed to support advanced computer vision model development. Each image highlights authentic, candid moments such as handshakes, gestures, facial expressions, and body postures across various contexts — including home, work, and public settings. Age Range: 10 to above Ethnic Diversity: Broad representation from across India Interaction Types: Two or more individuals, clear engagement, visible body language View Angle: Front-facing and side profiles (0–90°) All visuals originate from IndiaPix’s specialized archive editorial-quality Indian images focused on real-life, culturally rich scenarios. 2. Annotated Image Data on Human Interaction & Visible Anatomy This dataset includes comprehensive annotations such as: Bounding boxes for faces, hands, and key joints Attributes: gender, age group, clothing type, and activity context Keypoints: body joints , facial landmarks, and hand articulation 3. About IndiaPix IndiaPix is a production-first visual content company, delivering authentic Indian imagery and datasets tailored for both creative and AI needs. With years of experience in visual storytelling and structured annotation, we serve NGOs, agencies, and AI companies seeking nuanced representations of India’s people, culture, and contexts.

Explore a diverse dataset featuring models in healthcare and hospital environments, showcasing a variety of roles, tasks, and interactions. From doctors and nurses to patients and administrative staff, this collection offers valuable insights into medical settings, ideal for applications in healthcare analytics, patient care modeling, and medical workflow optimization.