«From Click» — a media outlet dedicated to the process of creating professional photography, from initial concept to final image.
Media is oriented toward beginner photographers and those who wish to develop practical skills in portrait, fashion, and commercial photography.
Main Platform: Telegram. Secondary Platform: VK Clips. Project Goal: To explain professional shooting processes using specific examples so that readers can apply the knowledge they gain to their own work.
The project concept was formed in the first assignment and will be maintained as part of the development of the automation system.
Artificial Intelligence Challenges
Preparing one piece for «Until the Click» involves processing photographs, technical shooting parameters, photographer’s comments, and supplementary materials. AI is planned to be used as a tool to help organize this information and reduce the time spent preparing publications.
Core AI Functions:— Analyze subscriber interests to identify in-demand topics. — Process photographer questionnaires that detail completed shoots. — Systematize information regarding equipment, lighting, and camera settings. — Outline the sequential stages of the shooting process. — Draft the textual foundations for publications. — Propose methods for visually explaining technical techniques. — Generate scripts for short videos based on existing materials.
AI should not independently reconstruct the shooting circumstances from a finished photograph. If information regarding light placement or camera settings is missing, the system requests additional details from the creator. The main goal of this automation is to transform a photographer’s disparate materials into a coherent and understandable educational analysis.
Data Sources
The foundation of the publications consists of real photographic projects; therefore, the system primarily works with materials provided by the participants of the shoots.
Photographers' Materials
1. Shoot Project QuestionnaireThe photographer completes a brief questionnaire outlining the shoot concept, working conditions, and final results. The questionnaire specifies the genre, location, equipment used, team composition, and any challenges encountered. This information forms the basis for the subsequent analysis.2. On-Set PhotographsFrames and process photos are uploaded to the system. These are used to demonstrate equipment placement, spatial organization, and changes made during post-production.3. Technical ParametersEXIF data, if preserved in the file, may contain details such as shutter speed, aperture, ISO, and focal length. The AI extracts available parameters and organizes them for further use. However, camera parameters do not provide a complete picture of the lighting scheme, so missing information is clarified with the photographer.4. References and Preparatory MaterialsMood boards and sample photographs help illuminate the author’s original vision. Comparing references with the final result shows which decisions were successfully implemented and what evolved during the work process.5. Participant CommentsInterviews with the photographer, models, and other project participants help reconstruct the workflow. Explanations regarding the rationale behind decisions made and descriptions of errors that required correction are particularly valuable.
Additional Resources
To clarify technical information, we utilize educational materials and professional publications. For example, when preparing an analysis of studio lighting, the editorial team might refer to the documentation for a specific flash model. We also take into account subscriber comments and results from Telegram polls to understand which filming stages require more detailed explanation.
Data Verification
Before using any materials, the editorial team verifies their origin and confirms publishing rights.
Special attention is paid to the following conditions:— Photographs and references are used with the permission of the copyright holders. — Camera settings information must correspond to the specific shot. — Equipment and rental costs are specified taking into account the time and location of the shoot. — Information regarding work with a model is published in compliance with agreed-upon terms. — Missing technical parameters are not restored by AI based on assumptions.If data contradicts itself, the editor will contact the photographer for clarification.
Data Processing Schema and Task Distribution
In the media project «Until the Click, ” the automation revolves around a specific photo project. The system receives footage from the shoot, organizes it, and helps prepare the publication. The entire process is divided into seven stages, which I have documented in the table:
Machine Processing
During the initial processing stage, the AI performs several sequential operations. First, the system analyzes the photographer’s questionnaire and extracts the core project details. It then cross-references these details with technical specifications and provided commentary. After the information is verified by an editor, the AI structures the material according to the established concept.
The analysis includes six semantic parts.— Concept. What result the photographer planned to achieve. — Preparation. What references and resources were used. — Lighting. How the illumination was organized. Process. How the work unfolded on set. — Challenges. What problems arose and how they were resolved. — Result. What image was produced and what changed after post-processing.Based on this sequence, the system generates a text draft and suggests images for each block.
Editor’s Role
The Editor is responsible for the substantive accuracy of the material and liaising with the photographer. Their work begins with an evaluation of the submitted project. Not every photograph is suitable for in-depth analysis. It is crucial that the author can explain their own decisions and provide sufficient documentation about the process. After processing the information, the editor verifies whether the AI has correctly interpreted the technical details.A separate task involves the visual layout. The Designer creates lighting diagrams based on the confirmed venue description and selects photographs demonstrating key stages.Before publication, the editor coordinates the material with the photographer and checks the usage rights for all images.
Example of an automated system’s work
Publication Topic — «How to shoot a studio portrait with a single light source.»
The photographer submits the final portrait, the original file, a photo of the set, and a description of the equipment used to the editorial team. In the submission form, the author indicates that they wanted to achieve an expressive portrait using directed side lighting. One studio strobe with a softbox and a dark background were used for the shoot.Stage One. Material Analysis The AI extracts available camera parameters from the file and categorizes the information. The system identifies which information is insufficient to explain the lighting setup. For instance, clarification may be needed regarding the distance from the light source to the model.Stage Two. Clarification The editor directs additional questions to the photographer and receives a description of the equipment placement.Stage Three. Publication Preparation The AI generates a text that sequentially discusses the initial concept, studio preparation, and lighting execution. A separate section is dedicated to any challenges encountered during the shoot, if reported by the author.Stage Four. Visual Design Based on the confirmed data, the designer creates a diagram showing the placement of the model, camera, and light source. The publication includes a photo of the location, the original shot, and the final edited image. Stage Five. Publication The editor approves the material with the author and posts it to Telegram.Result: The reader receives an in-depth analysis of a specific shoot, allowing them to correlate the final photograph with the conditions of its creation and apply the described lighting principle in their own practice.
Guidelines for Automated Services
To ensure publications maintain a unified educational format, requirements are established for AI regarding content processing and preparation.
