๐ธ Reseller Photo Studio
Select your target marketplace ratios and drop your product shots below to begin
Supports JPG, PNG, WEBP, and Apple iPhone HEIC files
The Definitive Multi-Platform Fashion Reseller Photography Guide
How professional vintage curators, boutique resellers, and independent makers optimize aspect ratios, remove backgrounds locally, add realistic shadows, and scale click-through rates across Vinted, Depop, eBay, and Etsy.
1. Master Marketplace Aspect Ratio & Viewport Cheat Sheet
Marketplace search algorithms (including eBay's Cassini, Vinted's mobile feed, and Depop's explore ranking) penalize poorly framed images. In second-hand fashion e-commerce, the cover photo accounts for over 85% of click-through rate (CTR):
| Marketplace | Aspect Ratio | Optimal Dimensions | Background Standard | Algorithmic Framing Secret |
|---|---|---|---|---|
| Vinted | 3:4 (Portrait) | 1200 ร 1600 px | Clean white or soft neutral | Occupies 33% more vertical phone space than square photos. Keep collars on the top third line. |
| Depop | 1:1 (Square) | 1200 ร 1200 px | Editorial or crisp white | Maintain 10% breathing margin around edges so full garment silhouette displays cleanly in grid feeds. |
| eBay | 1:1 (Square) | 1600 ร 1600 px | Pure White (RGB 255) | eBay's Cassini algorithm heavily prioritizes listings with pure white backgrounds for Google Shopping syndication. |
| Etsy | 4:3 (Landscape) | 2000 ร 1500 px | Warm studio / props | Desktop search uses horizontal thumbnails. Center the garment so the automatic mobile center-crop doesn't clip details. |
| Instagram Stories / Reels | 9:16 (Vertical) | 1080 ร 1920 px | Branded with badges | Full vertical mobile display with safe zone margins top & bottom for prices, DM links, and engagement stickers. |
2. Local AI Background Removal: Why Floating Cutouts Kill Sales (And How Realistic Shadows Fix It)
Many beginners use crude online background removers that cut garments out onto a flat white canvas. While this meets marketplace guidelines, flat cutouts trigger buyer skepticism because they resemble stock photos from fast-fashion counterfeiters.
Looks like a 2D sticker floating in void. Buyers cannot gauge fabric weight, drape, or authenticity. Often mistaken for stolen dropshipper images, leading to lower offer prices.
Generates subtle, soft ambient occlusion beneath the garment's hem and an elliptical contact ground shadow. Proves the garment was physically hung or staged, establishing immediate trust.
Our tool implements a two-layer shadow pipeline:
- Contour Silhouette Shadow: Uses the alpha channel mask of the isolated garment to project a natural feathered shadow with variable blur (10pxโ100px) and realistic optical density (20%โ40%).
- Ground / Floor Contact Shadow: Casts a horizontal elliptical gradient anchored beneath the bottom edge of the jacket, dress, or sneakers, anchoring the product securely to the virtual studio floor.
3. Pixel-Level Edge Refinement: The Eraser & Restore Brush System
Even the best AI models can occasionally leave behind hanger hooks or accidentally clip semi-transparent details like lace trims, mesh linings, or pearlescent buttons.
Wipe away wooden hanger collars, metal hooks, price tag plastic fasteners, and mannequin neck blocks without degrading the garment's fabric edges.
Paint original pixel data back onto the alpha mask. Perfect for bringing back sheer fabric sleeves, silk tassels, loose fringes, and brand care tags that were over-segmented.
4. Watermarking & Reseller Trust Badges Without Marketplace Penalties
Photo theft is rampant in resale fashion. Counterfeiters regularly scrape high-rated Depop and Vinted profiles to build fake listings. However, aggressively watermarking photos can trigger automated suppression on Google Shopping and eBay.
Follow these proven branding guidelines:
Select "Behind Garment (Back)" in the layer order. Your store logo sits cleanly behind the garment silhouetteโprotecting the photo while keeping the clothing 100% unobstructed.
Apply your store logo exclusively to Photo 1 (the cover photo), leaving internal detail shots (care tags, stitching, labels) unbranded for strict eBay catalog compliance.
Use preloaded vector seals like BNWT (Brand New With Tags), 100% Silk, or True Vintage 90s to highlight premium garment value directly in search feeds.
5. Eliminating "Item Not as Described" (SNAD) Claims Through Color Calibration
The single most common cause of buyer disputes, forced returns, and seller fee penalties on PayPal, Vinted, and eBay is color distortion caused by indoor ambient lighting:
- Tungsten 2700K Bulbs: Cast a heavy orange/yellow cast over fabrics, turning crisp cream into dull yellow, and deep navy into black.
- Camera Auto-White Balance (AWB): Often over-compensates for background colors, altering the real saturation of subtle pastels and earth tones.
- How to Calibrate: Use this studio's Contrast (+5% to +10%) and Saturation sliders to accurately match the physical textile under natural 5500K daylight before listing.
๐ก Cross-Listing Workflow: Once your gallery is edited, click "ZIP" to download a clean archive containing dedicated folders for Vinted, Depop, eBay, and Etsy. Cross-list to all 4 platforms in under 3 minutes with zero redundant cropping.
Why Use This Tool?
100% Private In-Browser AI Background Removal
Isolate garments, shoes, and accessories instantly using neural edge matting directly in your web browserโyour photos are never uploaded to any remote server.
Realistic Contour & Floor Contact Shadows
Avoid the unnatural "floating sticker" effect of cheap cutouts. Generate subtle silhouette drop shadows and floor contact shadows that mimic professional studio lighting.
Pixel-Precision Mask Brush (Erase & Restore)
Effortlessly erase unwanted background hangers, mannequins, or stands, and paint back clipped buttons, lace, and hems with adjustable radius and edge softness.
Store Branding & Preloaded Badges
Stamp your transparent PNG store logo on hero photos or apply preloaded high-converting badges like BNWT, 100% Pure Silk, True Vintage 90s, and Fast 24H Shipping.
Native Apple HEIC Auto-Decoding
Drag and drop raw iPhone HEIC camera shots directly with immediate client-side decoding into high-resolution sRGB without manual conversion.
Simultaneous Multi-Platform Framing
Frame and crop once to generate exact native viewport ratios for Vinted (3:4 portrait), Depop (1:1 square), eBay (1:1 white background compliance), Etsy (4:3 landscape), and Stories (9:16).
Batch Studio Color & Tone Calibration
Fine-tune brightness, contrast, shadows, highlights, and saturation across individual photos or click "Apply to All" for uniform gallery lighting.
Organized Multi-Folder ZIP Bundles
Download individual optimized JPG/PNG/WEBP files or export an organized ZIP archive containing dedicated folders for each marketplace.
How to Use It
Create a Project & Select Marketplaces
Name your listing project (e.g. "Vintage Schott 90s Leather Biker Jacket") and select your target platforms (Vinted, Depop, eBay, Etsy, Stories).
Upload Product Photos
Drag and drop your camera shots (JPG, PNG, WEBP, or raw iPhone HEIC). The studio decodes them in real time without sending bytes to the cloud.
One-Click AI Background Removal
Click "AI Auto-Remove Background". The in-browser neural engine cleanly segments the garment while preserving delicate edges and fabric textures.
Clean Edges with Mask Brush
Switch to the "Erase" brush (or press E) to wipe away hanger hooks and mannequin collars. Use "Restore" (or press R) to recover any clipped trims.
Enable Natural Shadows & Floor Depth
Check "Realistic Drop Shadow" and "Floor Contact Shadow" to ground the garment naturally against a crisp white or clean background.
Add Logo Watermark & Reseller Badges
Upload your store logo PNG (place it on top or behind the garment) and stamp badges such as "BNWT" or "True Vintage 90s" on the hero cover photo.
Switch Platforms & Fine-Tune Framing
Click through platform tabs (Vinted 3:4, Depop 1:1, eBay 1:1, Etsy 4:3) to position and zoom the garment along the rule of thirds grid.
Batch Export Listing Package
Download individual web-optimized JPGs or click "ZIP" to receive a clean archive organized into platform-labeled folders.
Frequently Asked Questions
Everything you need to know about using the Multi-Platform Reseller Photo Studio, workflows, and privacy.
The studio runs state-of-the-art WebAssembly (WASM) neural segmentation models directly inside your web browser. All image processing, edge detection, and alpha matting execute locally on your device's CPU/GPU. Your photos never leave your computer or phone, ensuring 100% privacy and zero cloud subscription fees.
Marketplace research shows that completely flat cutouts can look artificial or suspect to buyers, who often worry the photo is a stolen stock manufacturer picture. Adding a subtle contour drop shadow and floor contact shadow provides three-dimensional depth, proving the garment was physically photographed and significantly increasing buyer trust.
Click "Erase" in the Mask Clean-up Brush panel (or press E on your keyboard) to brush away clothing hangers, mannequin necks, or stray studio props. If the AI accidentally cut out a transparent button or delicate fringe, click "Restore" (or press R) to paint the original fabric pixels back into view.
Yes. Once an image background has been removed, you can set the logo Layer Order to "Behind Garment (Back)". This positions your brand watermark between the background surface and the cutout garment silhouette, creating an editorial, high-end look popular in designer streetwear and boutique lookbooks.
Each platform optimizes its mobile app feed differently: Vinted utilizes a 3:4 vertical portrait ratio designed for full-length garments; Depop and eBay standardize on a 1:1 square; Etsy defaults to a 4:3 horizontal thumbnail. Uploading the wrong ratio causes marketplace algorithms to auto-crop waistbands, hems, or collars in search results.
Yes. The studio includes an integrated WebAssembly Apple HEIC decoder that automatically converts iPhone .HEIC camera files into standard high-resolution sRGB JPEG images directly inside your browser. No third-party conversion apps or phone setting tweaks are required.
eBay and Google Shopping require clean hero images without giant text overlays. That is why our Watermark and Badge engine allows you to set scope to "Hero Only" or "Current Photo Only", adjust opacity to a subtle 70-85%, and apply clean vector badges (like BNWT or 100% Silk) that inform buyers without obstructing garment inspection.
Yes. The editor utilizes high-capacity local browser IndexedDB storage. Your listing projects, canvas positioning, platform crops, color adjustments, and cutouts are preserved automatically when you reopen the tool.
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