🚀 I spent the entire day training image segmentation... models from scratch! I've created several pretrained models to detect features like buildings, cars, ships, solar panels, and wetlands. Video tutorials are coming soon! 🤗 Check out the pretrained models on Hugging Face: 🛠️ Check out the GitHub repository: 📚 Dive into the documentation: 📺 Check out the entire YouTube playlist: #GeoAI #geospatial #AI #Python #DeepLearningshow more

🚀 A sneak peek of a new feature in... the #GeoAI Python package! Now you can train an image segmentation model for extracting features (e.g., buildings) from satellite or aerial imagery—all with just a few lines of code. 🛠️ Check out the GitHub repository: 📚 Dive into the documentation: 📺 Check out the entire YouTube playlist: #GeoAI #geospatial #AI #Python #DeepLearningshow more

🚀 The #GeoAI Python package now supports feature segmentation... from high-resolution satellite and aerial imagery using text prompts, such as trees, buildings, etc. It efficiently processes large datasets with automatic tiling and can save results as a single image. Stay tuned for more features coming soon! 📓 Access the notebook: 🛠️ Explore the GitHub repository: 📚 Dive into the documentation: 📺 Check out the entire YouTube playlist: #GeoAI #geospatial #AI #Python #DeepLearningshow more

🚀 Exciting news! The #GeoAI Python package now lets... you train land cover classification models with just one line of code. Leverage any PyTorch segmentation model from — with hundreds of image encoders & pretrained weights available. 📍 GitHub: 📓 Notebook: #GeoAI #Geospatial #DeepLearningshow more

The GeoAI Python package now supports object detection using... pre-trained models from the GeoDeep libarary ( The supported object types include cars, trees, birds, planes, aerovision, utilities, buildings, and roads. Try it out: GitHub: Notebook example: #geospatial #geoai #opensource #pythonshow more

Same reference image. Same prompt. Different models. I put... MiniMax H3 and Seedance 2.0 head-to-head on Pollo AI to see how each handles the exact same scene. Also excited that Seedance 2.5 is coming soon on PolloAI Check it out 👇show more

Want to bring open-source vision language models to the... edge? 💻 Check out our Hugging Face article on deploying NVIDIA Cosmos Reasoning 2B across the NVIDIA Jetson family with vLLM and a Live VLM WebUI. 📖show more

Love After Love, from my new album Wide Open... Light due June 2, is out now. Listen to the album version on digital now, and check out the entire acoustic video on YouTube. Video: Digital: Film and painting by Gabriel Judet-Weinshelshow more

Hey #RobloxDev 👋! Procedural Models are now FULLY released... into #Roblox Studio! You can now build Parametrized 3D Models with Code or AI. Check out this example of a procedural island by Matt_hxw! Read more in the Dev Forum post 👇 (video credit from post below).show more

AI models = ꧁IP꧂ Memes = ꧁IP꧂ Game assets... = ꧁IP꧂ Voice and likeness = ꧁IP꧂ In short, everything is ꧁IP꧂ Check out more of this freshly baked video content in our overhauled learn hub (link in bio) and dive into the world of ꧁IP꧂show more

Discover one of the best all-in-one AI platforms! TapNow... offers a node-based system to manage the entire creation process from start to finish and includes most AI video and image tools! (example in thread ⬇️) Seedance 2 should be coming soon, but even with other, more recent models like Kling 3, it's perfectly possible to create your own short films.show more

Gemma 4 is here! Our most intelligent open models... to date, are built on the same world-class research and tech as Gemini 3, and are sized to run and fine-tune efficiently on local hardware. Check out what Google Gemma 4 brings to devs: 💎 Advanced Reasoning: Deep logic tasks, complex multi-step planning, and beyond 💎 Longer context: Seamlessly analyze entire codebases with context windows of 128K tokens for our edge models and 256K tokens for our largest models 💎 Vision and audio: Rich, multimodal interactions out of the box 💎 140+ languages: Trained on 140+ languages 💎 Apache 2.0 license: industry-standard open-source licenseshow more

Ready to take your healthcare AI from pilot to... production? 🧪Join clinicians, researchers, and builders at #NVIDIAGTC as they walk through real-world deployments: scaling medical imaging models, accelerating drug discovery with GPU-accelerated pipelines, and integrating AI safely into existing clinical systems. Check out the session catalog 👇show more

I think AI Agents are about to completely change... how we prompt video models. I gave the MiniMax Design AI Agent one image and one simple instruction: “Act as an expert FPV director and turn this into something viral.” It analyzed the idea, built the camera logic, movement and pacing, then created a ridiculously detailed prompt for MiniMax H3. This is what came out. 🤯 And yes, I’m sharing the exact prompt + workflow in the thread 👇 #MiniMaxH3 on #MiniMaxDesignshow more

parakeet.cpp: native C++/ggml (ggml) inference for NVIDIA AI Developer's... Parakeet, one of the best speech-to-text models out there, from the LocalAI team. Every Parakeet model (TDT/CTC/RNNT/hybrid + cache-aware streaming), byte-for-byte identical output to NeMo, now running anywhere with no Python and even a bit faster, on CPU and GPU. Quantized GGUF on Hugging Face 🤗 Huge thanks to Georgi Gerganov for ggml and to NVIDIA AI Developer for releasing Parakeet! 🧵show more

90+ creators are entering the biggest Minecraft battlefield of... the summer from July 26 to August 2, and you can join them every day!! I will host the show live on YouTube & Twitch every night, come check it out, you don't want to miss this! #revoloonyshow more

I tried Hedra Agent by Hedra to see if... one conversation could replace the usual mess of switching models, rewriting prompts, and juggling tools. So I started with a simple idea, Hedra Agent: - Selected the right models on its own - Generated refined visuals - Suggested multiple stylistic directions - Then turned the chosen frames into a cohesive video All within the same conversation while remembering every detail we discussed. I was able to shift the mood, adjust the lighting, refine the composition, explore different angles, and even adapt the format simply by giving natural feedback. I did not have to restart or rebuild anything from scratch. The Agent handled the workflow from idea to finished, platform-ready content. What stood out was not just the output quality, but also the continuity. Instead of operating tools, it felt like collaborating with a system that understands context and builds with you step by step. Check how it works 👇🏻show more

OpenAI's AI broke out of a locked test environment,... got onto the internet, and hacked into Hugging Face's servers. It did this entirely on its own. No human told it to. Here's what happened in plain English. OpenAI was testing how good its newest AI models are at hacking. They put the AI on a locked computer with no internet access and gave it a cybersecurity challenge to solve. The AI couldn't solve it the normal way. So it started looking for a way out. It found a software bug that nobody knew about. It used that bug to escape the locked computer and get onto the internet. Once online, the AI figured out that Hugging Face, a platform where AI companies store their models and data, might have the answers to its test. It found stolen login details and discovered another unknown bug in Hugging Face's software. It combined both to break into their servers and grab the test answers. It did all of this to cheat on a test. Hugging Face's security team caught it and shut it down. Both companies are now working together on the investigation. The part that should get your attention is that nobody programmed any of this. The AI picked its own targets, chained together multiple attack methods, and pulled it off across two different companies' systems without a single human telling it what to do.show more

I just tried out the newly launched Pika Audio... Models and it is genuinely impressive. Pika launched four audio models in one drop- SFX, speech, music and soundtrack. They are the least expensive in the market and faster than everything else out there. I tested Pika Soundtrack on a silent AI video I generated- a woman walking through a rainy city intersection at night. I gave it a prompt describing the sounds I wanted and it delivered- rain on wet asphalt, soft footsteps, city ambience and a full cinematic score that matched the mood of the video perfectly. I didn't have to source separate sound effects or manually sync anything to the visuals. Just a prompt and it handled the rest. If you create AI videos this removes so much stress from the process. It is worth trying.-show more

I topped up $5 on an API aggregator ToAPIs... Then I found out GPT Image 2 costs only around $0.015 per image. If you do a lot of testing or batch-generate commercial AI images, that difference adds up fast. I think I just found the secret to generating more, testing more, and spending less. And it’s not just one model. With the same key, you can access 50+ models for image, video, and text, including GPT Image 2, Gemini Omni, Seedance 2.0, Kling AI 3.0, grok-video-1.5-preview, and more. Some models are priced up to 80% lower than official platforms. Just top up and test what you need: Made on ToAPIs with GPT Image 2 + Seedance 2.0show more

🚀LATEST PARTNERSHIP: TECTUM We’re delighted that Tectum has partnered... with Zesh. To celebrate, here’s another incredible giveaway: 💰$300 Giveaway - Participate NOW: Tectum is the fastest 3rd Gen Layer 1 blockchain with 3.5 million TPS and SoftNote™️ crypto payment solution. Their unique method turns the impossible into a routine process: they completely isolate all the transaction-related heavy data from the entire process by hashing, encrypting and signing the bundles at the end of every phase of a transaction and archiving it. Check them out and dive into To The Moon to start earning your rewards!show more