Show HN: Vocab Scrabble – A fun way to increase your vocabulary https://ift.tt/n8zMDlg

Show HN: Vocab Scrabble – A fun way to increase your vocabulary Play Scrabble with AI generated letters and validation, improve your vocabulary and impress your friends. https://ift.tt/A5KD7uH March 26, 2024 at 04:15AM

Show HN: Invertornot.com – API to enhance your images in dark-mode https://ift.tt/C3Mbcla

Show HN: Invertornot.com – API to enhance your images in dark-mode Hi HN, I built ( https://invertornot.com ) it's an API that can predict whether an image will look good/bad while inverted. This is particularly useful for images in dark-mode as you can now safely invert them. The conservative solution to adapt images for dark-mode consist in dimming the image, however there is a lot of images that can be inverted (graph for example). Using deep learning we can avoid heuristics and obtain a much more reliable solution. The API uses an EfficientNet pre-trained model fine-tuned on a custom dataset (1.1k samples). EfficientNet was chosen as it was pre-trained and offered the best performance for its size. The trained model is very small (16MB) which means you can easily run your own instance. This problem is very simple for deep learning as it's a simple binary classification. For this project training the model wasn't the challenge as most of the time was spent on the construction of the dataset. For the API I'm using FastAPI, Redis and ONNX Runtime to run the model. The API can be used by posting the images to the API, using URL and using SHA-1 for already processed images. The API is free and open-sourced ( https://ift.tt/vWwzBuT ). https://invertornot.com March 26, 2024 at 03:19AM

Show HN: Auto-generate an OpenAPI spec by listening to localhost https://ift.tt/psFZ2wA

Show HN: Auto-generate an OpenAPI spec by listening to localhost Hey HN! We've developed OpenAPI AutoSpec, a tool for automatically generating OpenAPI specifications from localhost network traffic. It’s designed to simplify the creation of API documentation by just using your website or service, especially useful when you're pressed for time. Documenting endpoints one by one sucks. This project originated from us needing it at our past jobs when building 3rd-party integrations. It acts as a local server proxy that listens to your application’s HTTP traffic and automatically translates this into OpenAPI 3.0 specs, documenting endpoints, requests, and responses without much effort. Installation is straightforward with NPM, and starting the server only requires a few command-line arguments to specify how and where you want your documentation generated ex. npx autospec --portTo PORT --portFrom PORT --filePath openapi.json It's designed to work with any local website or application setup without extensive setup or interference with your existing code, making it flexible for different frameworks. We tried capturing network traffic on Chrome extension and it didn't help us catch the full picture of backend and frontend interactions. We aim in future updates to introduce features like HTTPS and OpenAPI 3.1 specification support. For more details and to get started, visit our GitHub page ( https://ift.tt/TpqAXYU ). We also have a Discord community ( https://ift.tt/Z78PnmE ) for support and discussions around using OpenAPI AutoSpec effectively. We're excited to hear what you all think! https://ift.tt/TpqAXYU March 25, 2024 at 09:19PM

Show HN: Suno AI tech help you gather suno usage and create song https://ift.tt/yfZJo6q

Show HN: Suno AI tech help you gather suno usage and create song Suno's song launch has captivated widespread interest with its outstanding song quality. We will gather Suno usage and download suno links, summarizing Suno's key features, and will keep providing updates. Moreover, we've crafted a functionality for creating songs from text. Welcome to explore: https://sunoai.tech https://sunoai.tech/ March 25, 2024 at 07:07AM

Show HN: A consumer carbon footprint tracker https://ift.tt/sFvzdZ5

Show HN: A consumer carbon footprint tracker https://ift.tt/s1HWRrc March 25, 2024 at 12:52AM

Show HN: Automate your WordPress blog in less than 5 minutes https://ift.tt/F4Uc5xT

Show HN: Automate your WordPress blog in less than 5 minutes https://sebora.ai/ March 25, 2024 at 02:02AM

Show HN: Math I'm creating, Space Numbers https://ift.tt/jPMc80U

Show HN: Math I'm creating, Space Numbers Hi HN! I had a math idea whose thread I've been pulling on, and ended up creating this concept of Space Numbers. To read about it, see the pdf at the linked repo: https://ift.tt/r3ToD24 I'd appreciate feedback and ideas about the concepts, as well as further mathematical topics to take a look at that might be related, thank you all!! https://ift.tt/r3ToD24 March 25, 2024 at 12:22AM