AI Bag and Handbag Product Photography
Bag photography without booking a model. Upload one photo of your handbag, tote or backpack and get a white-background main image, on-model shots and street scenes, with the leather and hardware kept as they are.
10 free credits · No credit card required
What you can make from one bag photo
Six kinds of shot, all from the same product photo.
White-background main image
The bag alone on pure white, standing upright with the handles up. No mannequin, no tissue paper showing.
On-model shots
Carried by the handle, on the shoulder or crossbody, so shoppers see the size and strap drop on a person.
Street and travel scenes
A tote at a café table, a weekender on a train platform, a clutch at a dinner. Pick a scene or describe it.
Styled flat lays
The bag from above with sunglasses, keys and a wallet, for social posts and banners. Add your other products to the same shot.
Size and feature infographics
Dimensions, strap drop, pockets and materials as callouts, for secondary images and A+ content.
Short product video
Turn a bag photo into a short clip for product pages, ads and social, on the Growth and Scale plans.
How it works
From one bag photo to a full listing in three steps.
Upload one product photo
Stuff the bag so it holds its shape, stand it upright and photograph it on a plain background. Caspa keeps the leather, hardware and logo as they are.
Pick a scene or describe one
Choose white, a model or a template, or type it: “tan leather tote on a café terrace table, late morning”.
Download or make a video
Download images for your listings, upscaled to 4K if you need it, or turn one into a product video on Growth or Scale.
Bag photography shot list
What shoppers check before they buy a bag online.
Outside
- Front, upright, handles up
- Side view for depth
- Back, including any slip pocket
- Base and feet
Inside and details
- Open top showing the lining and pockets
- Zips, clasps and buckles up close
- Stitching and edge finish
- Strap attachments and adjustment holes
Size
- On a model, carried the way it’s designed to be
- Dimensions and strap drop on an infographic
- Next to a phone or laptop for scale
- Every color shot at the same angle
Shoot yourself: the inside, the hardware and the stitching up close. Shoppers check these before paying, and they have to match the bag that arrives.
Make with Caspa: the white-background main image, on-model shots, street scenes and ad creatives for every color, starting from those photos.
Marketplace rules for bag images
Main-image rules as of October 2026. Marketplaces update them, so check before you list.
Amazon. Amazon’s guidelines for handbags and bags want the bag alone on pure white (RGB 255, 255, 255) in the main image: one view, no visible mannequin, no packaging or swing tags, and no props that could pass for part of the sale. Amazon image rules
Etsy. Every listing needs at least one unedited photo of the actual bag against a real background. On the other photos Etsy allows AI edits such as new backgrounds, as long as the item still looks like what the buyer receives. Etsy recommends 2,000 pixels or more on each side. Etsy photo rules
Shopify. Shopify sets no background rule. Square images at 2048 x 2048 pixels usually display best, and one aspect ratio for every main image keeps collection pages even. Shopify image sizes
Guides for bag sellers
Shooting tips for the photo you upload, and ideas for the rest of the set.
Questions about AI bag photography
Any other questions? Get in touch.
No. Caspa places your bag into a new scene and keeps the product as it is, including logos, embossing and printed text. Only the setting, model and light around it change.
Yes. Add an AI model and describe how the bag is carried: by the handle, on the shoulder or crossbody. Keep the marketplace main image to the bag alone on white and use on-model shots for the rest of the listing, ads and social.
Before you shoot, stuff it with tissue or bubble wrap, stand it upright and set the handles or strap the way you want them shown. Caspa keeps the bag as photographed, so the shape in your photo is the shape in every scene.
Yes, from a photo of the open bag. Because Caspa keeps the product as photographed, shoppers see your real lining and pockets.
Yes, on the Growth and Scale plans. Caspa turns a single photo of your bag into a short product video for product pages, ads and social.
Every new account gets 10 free credits, no credit card required. Starter costs $59 a month, or $39 a month billed yearly, for 500 credits and images only. Growth adds video: $99 a month, or $66 billed yearly, for 1,000 credits. Every plan includes a commercial use license, and new subscriptions have a 30-day money-back guarantee. See all plans.