Identify reclaimed wood species from photos and recommend finishes

Identify reclaimed wood species from photos and recommend finishes targets a $3.6B = 12M woodworkers × $300 ACV total addressable market with medium saturation and a year-over-year growth rate of 8% YoY — combining growth in DIY, reclaimed materials and hobbyist spending (industry signals from home improvement and hobbyist market analyses).

Key trends driving demand: Improved on-device and cloud image classifiers — these models make species identification from photos substantially more feasible and affordable.; Rising interest in sustainability and reclaimed materials — more makers are buying reclaimed timber and need confidence about species and provenance.; Creator economy & video platforms — woodworking tutorials and project showcases amplify common pain points (unknown species, finish failures), driving demand for tools.; Mobile-first tool adoption — hobbyists expect instant mobile answers and community validation rather than searching static references..