Image Recognition Software Specification
Budget: $15 – $25 USD
I need a clear, development-ready specification that turns my initial vision for an image-recognition solution into an actionable plan. Your job is to guide the discovery process, recommend the right computer-vision approach, and capture every technical and functional detail in a concise document my dev team can immediately use.
What I’d like you to do
• Start with a short discovery call to confirm use cases, data sources, and success metrics.
• Map out the recognition pipeline—pre-processing steps, model selection, training strategy, and evaluation metrics.
• Recommend a tech stack (frameworks such as TensorFlow, PyTorch, OpenCV; deployment options on cloud or on-device) and outline any licensing or scalability considerations.
• Define user stories, data-flow diagrams, API endpoints, and acceptance criteria.
• Provide a brief proof-of-concept outline or pseudocode to illustrate key components.
• Deliver a well-structured specification document (PDF or DOC) plus a one-page slide summary for stakeholders.
Timeline & collaboration
I’m aiming for a first draft within one week and final revisions the following week. Clear communication and an organized approach are essential.
If you’ve written technical specs for computer-vision projects before, I’d love to see examples.
What I’d like you to do
• Start with a short discovery call to confirm use cases, data sources, and success metrics.
• Map out the recognition pipeline—pre-processing steps, model selection, training strategy, and evaluation metrics.
• Recommend a tech stack (frameworks such as TensorFlow, PyTorch, OpenCV; deployment options on cloud or on-device) and outline any licensing or scalability considerations.
• Define user stories, data-flow diagrams, API endpoints, and acceptance criteria.
• Provide a brief proof-of-concept outline or pseudocode to illustrate key components.
• Deliver a well-structured specification document (PDF or DOC) plus a one-page slide summary for stakeholders.
Timeline & collaboration
I’m aiming for a first draft within one week and final revisions the following week. Clear communication and an organized approach are essential.
If you’ve written technical specs for computer-vision projects before, I’d love to see examples.