Same boat, watching this

Story time: I went through this last year when I was shooting high-end jewelry for a boutique. Like u, I was doing the whole pen tool thing in Photoshop and basically losing my mind... my wrist was absolutely wrecked lol. Since I'm a bit of a nerd for the tech behind it, I started looking into the actual computer vision models that handle semantic segmentation and edge detection. Basically, most free tools use older CNN models that fail at 'alpha matting'—that's why u get those gross jagged edges on hair or translucent fabrics.

I needed something that wouldn't break the bank since I'm pretty budget-focused on side projects. I found that Photoroom Pro is lowkey a beast for batch processing. It uses some really advanced deep learning to handle complex edge cases and it only costs about $10/month if u bill it annually, which is way cheaper than the time I was wasting! Also, if ur looking for a totally free technical workaround, I sometimes use remove.bg API—u get 50 free previews a month, but for high-res it gets pricey.

Another one I played with was Slazzer Dashboard, which is great if ur on a budget because they have some decent 'pay as you go' plans starting around $0.13 per image. It's SO much better than the basic browser stuff. Honestly, switching to a dedicated AI workflow saved me like 10 hours a week... no more hand cramps!! Definitely worth the small investment imo. 👍

Respectfully, I'd consider another option because those mobile-first apps often downscale ur resolution, which is a total dealbreaker for professional product shots. Honestly, I've had issues with edge artifacts using common tools. For actual HIGH-RES precision and data security, I highkey recommend Topaz Photo AI 2. It uses deep learning models that handle those tricky semi-transparent edges way better than basic web tools. It's a bit of an investment, but the edge detection is literally top-tier for 2024. gl!!

oh man, I totally feel u on the hand cramps... been there with the pen tool and it's literal torture. Honestly, I tried remove.bg and Adobe Express but the results were kinda mid for high-end product shots with tricky edges.

For your situation, I'd suggest checking out Pixelcut AI Photo Editor or the PhotoRoom Pro Subscription. PhotoRoom is actually insane for batch processing 50-100 photos. It handles the 'little things' way better than the free tools, tho it's like $10-15 a month. Seriously, it saved me hours of masking fabric textures last year. gl!!

Yeah, honestly, that point about resolution artifacts is so real. If you’re pushing 100 shots a week, you definitely need a DIY workflow that doesn't compromise on the technical side, especially with things like alpha matting for those tricky edges. I’ve been down the same rabbit hole and basically, you just can't go wrong with anything from **Canva** or **ClipDrop** these days. Here is what I've found works best for a self-service setup:
* Stick to brands that utilize advanced semantic segmentation for cleaner masks
* Prioritize tools that support high bit-depth and native resolutions (crucial for product shots!)
* Look for batch-processing capabilities to save your wrists from the pen tool grind Just grab any of the pro options from **Canva** or **ClipDrop** and you're golden. They’ve really leveled up their edge detection models in 2024, and it's basically the fastest way to get clean cutouts without losing your mind. Good luck with the project!!!

Jumping in here because I’ve been doing this exact grind for years now and honestly my wrist just couldn't take the pen tool anymore... I eventually switched my entire workflow to a more automated setup but realized the tech is only half the battle. In my experience, even with the most expensive 'deep learning' models, the biggest headache usually comes down to color spill from the backdrop onto the subject. I remember one project where I was processing hundreds of shots and the AI just kept eating into the edges because the lighting was too flat, which made the semantic segmentation fail hard on the fine details. It’s such a pain when you think you’ve found the perfect solution only to realize you still have to manually clean up 30% of the batch because of 'ghosting' around the edges. Before I can really give a solid recommendation on a workflow that actually scales, I gotta ask—what’s your actual shooting environment like? Are you using a dedicated light box with a high-key background, or is the lighting more natural/ambient? Also, what’s the main material of the products? Dealing with matte plastic is one thing, but if you’re doing glass or polished metal, the transparency and reflections change the game for how any AI handles the alpha channel tbh.

Regarding what #7 said about "Can confirm this works. Did the same thing..." - it is unfortunately quite rare to find a workflow that actually holds up under high-volume technical pressure. Most of the suggestions so far have some pretty glaring issues:

• Edge detection algorithms usually fail on the luminance values when the subject and background are within the same 10 percent range.
• Data throughput for 100 images a week is honestly underwhelming for most web-based APIs.
• Most models dont account for chromatic aberration which makes the cutouts look fake even if the mask is technically okay. It actually reminds me of this time I was trying to calibrate my dual-monitor setup for a high-end print job. I spent like three hours tweaking the white point and delta-E values because the ambient light in my office was shifting as the sun went down. I realized the curtains I bought were actually slightly translucent, so the color temperature of the room was changing every twenty minutes. I ended up having to tape black trash bags over the windows just to get a consistent read on the colorimeter. My wife thought Id totally lost it, sitting in a pitch black room with trash bags on the windows... anyway lol, sorry kinda went off topic there.

Saw this earlier but just now getting a chance to reply. Reading through everything, it seems like there is a big trade-off between speed and actual edge precision. Like someone mentioned, the struggle with luminance and color spill is the real final boss here. I would suggest being a bit cautious with web-based platforms because of potential compatibility issues with high-res files or specific color spaces. You might want to consider Removal.ai Professional Plan as an alternative. It is quite fast for bulk work, but make sure to check their output resolution limits first so you dont lose quality. Another one to look at is Erase.bg by PixelBin. It handles complex textures fairly well, tho it can be hit or miss with semi-transparent fabrics. Just be careful with anything that compresses your images too much before the cutout. If you keep hitting walls, maybe try the dedicated Adobe Photoshop AI Masking tools rather than the pen tool... the Select Subject cloud-based processing is actually way better than the local one now. Honestly, just hang in there, finding the right workflow is basically half the battle.

Can confirm this works. Did the same thing on mine and its been solid ever since.