#image-generation | Anand S - Things I Learned

Sat, Nov 9, 2024. LLM Vision Use Cases in manufacturing and earth sciences (via Shivku) #cloud #image-generation #llm-ops
- Automated geoscience image descriptions Ref
- Interpret Wind Turbine photos and charts, construction monitoring, equipment maintenance & charts Ref
- Forecast weather based on cloud photos! Ref
- Analyze thermal image of solar panels, electroluminescence images for warranty claims, ROI estimates from Google Sunroof rooftop images Ref
- Corrosion detection in electricity towers, turbines, storage tanks, penstock. Interpret non-destructive test images Ref

Mon, Nov 4, 2024. Recraft.ai is currently SOTA in text to image. It's fairly impressive and could be a good alternative to Figma. #ai-art #future #image-generation

Sun, Oct 27, 2024. Deepseek Janus is a 1.3b model that can generate both text AND images (and also supports vision) #image-generation

Sat, Oct 26, 2024. Meta has a bunch of image embedding models: #embeddings #image-generation
- DINOv2 creates image embeddings (Apr 2023)
- ImageBind is an embedding model for text, images, audio, and more (Jun 2023)

Tue, Oct 8, 2024. Flux 1.1 Pro is released. I tried my Calvin & Hobbes test on it. Not great. ImageGen3 is better, ChatGPT is the best. Ref #image-generation

Sat, Sep 28, 2024. AVIFs is about 10X better than GIFs. I tried creating one via EZGIF AVIF Maker and the .avifs file created was 15X smaller! #image-generation ffmpeg -i input.gif -c:v libaom-av1 -crf 30 -b:v 0 -cpu-used 4 -tiles -an output.avif

Thu, Sep 12, 2024. OpenArt workflows has image generation workflows #ai-art #image-generation

Sat, Aug 31, 2024. Val.town's code generation system prompt uses https://maxm-imggenurl.web.val.run/the-description-of-your-image to dynamically generate images #ai-coding-tools #dev #image-generation

Mon, Aug 26, 2024. ChatGPT does a better job at cartoon generation than even Flux.1 #chatgpt #future #image-generation

Mon, Aug 12, 2024. Some interesting multi-modal generation models / tools to explore: #future #gpu #image-generation #models
- Flux for open-weights image generation
- Runway Gen 3 for video generation
- Suno for music generation

Sat, Jun 8, 2024. Looks like GPT-4o is using CNNs to create vector embeddings of images, with images gridded into a 1x1, 2x2, etc. PLUS OCR. Ref #chatgpt #embeddings #gpu #image-generation

Wed, Jan 3, 2024. Adobe Firefly offers a "generative fill" that lets you remove or paint new objects into an image. I'm awaiting text to vector images. #document-conversion #future #image-generation