Retail & E-commerce Solutions
Improve product discovery, automate inventory management, and enhance customer experience with computer vision. From visual search to quality control, computer vision helps retailers operate more efficiently.
Product Tagging and Search
Automatically tag products with visual features to enable powerful search and discovery.
Visual Product Search
Enable customers to search for products by uploading photos. Find similar products, identify items from photos, or discover products that look like what customers want.
Automatic Product Tagging
Automatically tag products with visual attributes like color, style, category, and features. No manual tagging required—computer vision identifies product characteristics automatically.
Style and Category Classification
Automatically classify products by style, category, or collection. Organize inventory and improve search results with accurate visual classification.
Similar Product Recommendations
Recommend similar products based on visual similarity. Help customers find alternatives or complementary items that match their preferences.
Inventory Management
Automate inventory tracking and management with visual recognition.
Automated Stock Counting
Count products on shelves automatically using computer vision. Take photos of shelves and get accurate product counts without manual counting.
Out-of-Stock Detection
Detect when products are out of stock by analyzing shelf photos. Get alerts when shelves are empty or when products need restocking.
Shelf Compliance Verification
Verify that products are displayed correctly according to planograms. Check that products are in the right location, facing the right direction, and properly priced.
Inventory Accuracy
Improve inventory accuracy by automatically counting products and comparing to expected quantities. Identify discrepancies quickly and reduce inventory shrinkage.
Visual Quality Inspection
Automatically inspect products for quality issues before they reach customers.
Defect Detection
Detect product defects automatically. Identify scratches, dents, stains, or other quality issues that might affect customer satisfaction.
Packaging Verification
Verify that products are packaged correctly. Check for proper labeling, correct packaging materials, and required information on labels.
Condition Assessment
Assess product condition automatically. Classify products as new, used, damaged, or refurbished based on visual inspection.
Quality Grading
Automatically grade product quality based on visual inspection. Sort products into quality tiers for pricing or routing decisions.
Shelf Compliance Verification
Ensure products are displayed correctly according to planograms and merchandising standards.
Planogram Compliance
Verify that products match planogram layouts. Check product placement, facing direction, and spacing to ensure displays match merchandising standards.
Price Label Verification
Verify that price labels are present and correct. Check that prices match expected values and that labels are properly positioned.
Promotional Display Verification
Verify that promotional displays are set up correctly. Check that promotional products are displayed, signage is present, and displays match requirements.
Store Task Management
Assign and track store tasks like restocking, price updates, or display changes. Verify completion with photos and automated validation.
Customer Experience Enhancement
Use computer vision to improve the shopping experience for customers.
Visual Search
Enable customers to search for products by uploading photos. Find products that look similar or match specific visual features.
Virtual Try-On
Enable virtual try-on experiences for fashion and accessories. Let customers see how products look before purchasing.
Size and Fit Recommendations
Recommend sizes and fits based on visual analysis. Help customers choose the right size for clothing, shoes, or accessories.
Product Comparison
Help customers compare products visually. Show side-by-side comparisons of similar products with highlighted differences.
Common Use Cases
E-commerce Product Discovery
Help customers find products by uploading photos or describing what they're looking for. Enable visual search and similar product recommendations.
Retail Store Operations
Automate inventory counting, shelf compliance checks, and quality inspections in physical stores. Reduce manual work and improve accuracy.
Warehouse Management
Track inventory in warehouses using visual recognition. Verify product locations, count stock, and identify misplaced items.
Returns Processing
Automatically assess returned products for condition and eligibility. Verify that returned items match original products and assess damage.
Visual Merchandising
Verify that visual merchandising displays match requirements. Check product placement, signage, and overall display quality.
Getting Started
Ready to enhance your retail operations with computer vision?