Calculating pothole volume from a 2D image is challenging... but possible: > Assign each pothole an ID to avoid duplication. > Use basic trigonometry to convert pixels to real-world meters. > Apply a novel algorithm to estimate depth using road engineering data.show more

Pothole detection on the road in real time using... Ultralytics YOLO26! 🕳️ Manual road inspections are slow, costly, and hard to scale. With object detection, potholes can be identified directly from street-level images or video feeds, enabling faster and more consistent road condition monitoring. How I built this demo: ✅ Trained a segmentation model on a custom dataset. ✅ Generated mask contours for each pothole. ✅ Leveraged the onnx-exported model for faster processing. #Pothole #RoadDamage #AIshow more

Helldivers 2 inspired game but AI is a Real... Human! Wishlist on Steam to support me >>>show more

AWS WAF + World ID User hits rate limit:... > Challenged to verify with World ID > Server verifies ZK proof > User issued a temporary session cookie Repo in thread, built by David MacDonald from AWS!show more

your next marketing team is ONE CONVERSATION. Higgsfield MCP... plugged into Claude Opus 4.8 just took me from zero to a launch-ready ads creative batch in an afternoon. > market research > image gen > animation > transitions REAL ESTATE MARKETING JUST CHANGED FOREVERshow more

People that actually think outside the box >>>>>> This... is a breath of fresh air from the usual they want to use and finish us. The fact that it looks appetizing....I rate it a 💯 abeg Would you be willing to try this out?show more

This is not acceptable An Overseas Pakistani has paid... a shepherd to take his animals for a walk on GT road for some fresh air GT ( Grazing Track)show more

this is a legal move in the software that... they use you can define it to be 3v3 -> cap -> cap -> MCU in the schematic but it will still allow you to do thisshow more

CLI agents using.. CLI browsers?? Agents can use tmux... to control carbonyl, a Chromium browser that runs in the terminal > Browser representation in ASCII art > Interacts directly with "pixels" i.e. text in the terminal Could this be the future of AI browser use?show more

Road to Perdition! An RTC bus struggles to move... past a pothole in #Hyderabad. This one is near MGBS, Chadarghat. City’s roads are riddled with potholes. Pathetic is an understatement. Free bus okay! But you know what will be better? Roads free of potholes 🙏🏽🙏🏽🙏🏽 #Pathetic #Roadsshow more

looksmaxing is blowing up and this is the easiest... format to promote an app 7.3M views on this video using: > fully ai-generated person > before/after transformation > "let's try this thing" hook they're pushing peptides but this format + a looksmaxing app = easy viral contentshow more

Create a 3D model from a single image, set... of images or a text prompt in < 1 minute 😮‍💨 This new AI paper called CAT3D shows us that it’ll keep getting easier to produce 3D models from 2D images — whether it’s a sparser real world 3D scan (a few photos instead of hundreds) or your favorite 2D image generator like Midjourney (just an image). How does this magic work? “This architecture is similar to video diffusion models, but with camera pose embeddings for each image instead of time embeddings. The generated views are passed into a robust 3D reconstruction pipeline to create the 3D representation (Zip-NeRF or 3DGS)”show more

The World Cup is on! ⚽️ Trade Mundial markets... and earn your chance to secure a Mundial Box. The boxes stay sealed until reveal day. Get involved now -&gt; -&gt; use code: WORLDCUPshow more

Damn it worked! Genie 3 world --&gt; inpaint UI... --&gt; 4x topaz AI upscale --&gt; train 3d gaussian splat You can step inside a painting of Socrates from 1787. Better than any image-to-3d model I've seen. I think Google has stumbled upon the killer app for VR -- the literal holodeck.show more

LOOK. This is just a regular ol' website. No... JavaScript whatsoever. Navigation pages with clicks &lt;a&gt; links to other HTML pages. The most basic website in the world. Yet, with a few lines of code to activate View Transitions, KAPOW.show more

this is an untapped niche for mobile apps. 1.7M... views. &gt; add a catchy timer with strong visuals &gt; track times + block apps use this exact format to promote the app. don’t sleep on this trend.show more

Figured out a cool workflow to automate product videos... and virtual staging. I made this in a couple minutes and could've further optimized the clips - but it's a great first try! This is a real furniture set from Pottery Barn. It uses Ideogram -&gt; nano-banana -&gt; Veo 3 👇show more

Ok in just a few hours, I have converted... my Claude Skill into an entire Mac App that can be used by anyone.. &gt; Sign in with Google (mail + cal) &gt; Give it disk access &gt; Voila! Right now it's using my own API keys, but will transition to BYOK. The future is truly wild💃show more

gamedev friends! please help! I am trying to export... from blender (-&gt;fbx) A mesh that is PARENTED to an animated bone (not skinned!) I CAN'T find a combination of export settings that will. correctly position the object in Unity (the yellow container in the image)show more

3. Modify image Use this prompt to modify the... image you have chosen: "Modify image [1] with seed [1470033597]: add a parrot on her shoulder" Dall-E 3 identifies the image and makes the changes for you! Tips and tricks: - You can generate as many variations as you like. - It's also possible to remove an element from the image using the same method. - Sometimes the image isn't 100% identical, but still looks very similar.show more

A preview of what's next, visualized with Rerun and... PlayCanvas supersplat ✨ (Also, feel free to send me a DM 📩; I’ll be in San Francisco from July 21–29, and I'm looking to meet like-minded folks!) I'm convinced that Gaussian Splats will be an integral part of any data engine as an underlying representation. So I've started putting together a repo that: 1. Given a single image, perform image outpainting 🖼️🖌️ 2. Estimate a monocular depth map on the outpainted image 📏 3. Train a Gaussian Splat initialized from the monocular depth 🎓✨ 4. Warp to new views, perform inpainting on the missing masks -> Train new splat 🔄🎨 This is going to be integrated into exo-egoforge, but I wanted to start with the simple single-image version before moving to a multi-video implementation There's some weirdness in the final rerun visualization, but the trained splat looks great 🎉! This is all based on the very cool VistaDream paper ( .github.io/) More on this next week!show more