DepositPhotos provides diverse, commercially safe datasets for AI/ML and Generative AI model training, backed by indemnification.

Our Datasets

We provide a massive variety of content types to support diverse machine learning and AI training needs:

Images & Vectors: Visual datasets include categories like people, marketing/business, ambient, panoramic, infographics, and characters. We also provide editorial, RM, and RF content covering sports, entertainment, business, lifestyle, world events, and tech.
Video: Content ranges from drone, location, and event footage to conversational videos like movies, TV shows, documentaries, and interviews.
Audio: Features diverse music genres, sound effects (ambient, human, non-human, noise), and conversational audio such as radio, podcasts, and call center recordings.
3D Content: We offer 360 Images (CGI), CGI Backgrounds, Video (VR), and Volumetric Captures.
Text: Datasets include publications, regulatory contents, surveys, questionnaires, transcripts, medical data, and help desk/call center logs (Email/Text/Chat).

Technical Specifications

Our files are delivered in standard, high-quality formats with embedded metadata:

Image & Vector Formats: Supplied as JPEG, PNG (RGB Color Space), AI, and EPS files. Files feature high res/low-res availability and include metadata (Title, Description, Keywords, etc).
Video Formats: Primarily delivered as MOV and MP4 files using H.264 and H.265 video codecs. The vast majority of our video resolution (98.66%) is 1080P, available across multiple framerates (24, 25, 30, 50, 60 FPS).
Audio Formats: Supplied as WAV and MP3 files. Specs include 16 or 24-bit depth and 44.1 or 48 kHz sample rates.
3D Formats: CGI Background export formats include JPG 8-bit, TIFF 16-bit, and DNG. Production formats support tools like Unreal Engine (5.3/5.4), 3ds Max with VRAY, Blender with Cycles, and Cinema 4D with Redshift.

We provide Royalty Free Content and have flexible licensing options available to fit your project needs.