... everyone signspell (v2.0.0) is now on PyPI and I recently launched it on Product Hunt. It currently handles ASL fingerspelling (A Z) recognition using MediaPipe hand landmarks + a TFLite LSTM model, and I also built Gesto Labeller (a desktop tool for capturing/labeling training data). I'm trying to figure out the next milestone and would love input from people actually using or evaluating it: Would full word/phrase-level ASL recognition (beyond fingerspelling) be more valuable than polishing fingerspelling accuracy further ...

... Thanks so much for all the support on signspell! One thing building this taught me: almost every gesture/action recognition project ends up rebuilding the same infra from scratch capturing frames, labelling landmarks, exporting clean datasets for training. So I'm working on open-sourcing that layer as a standalone framework/toolkit, so anyone can go from "I have an idea for a gesture-based app" to a labeled, training-ready dataset without reinventing the pipeline each time. Still early ...

... just Released v1.1 with our new landmark spotter feature to identify cities and landmarks

... same terrifying experience. The driver suddenly went off route, saying it was just a GPS issue but the further we drove, the more uneasy I felt. It was dark, empty roads, and I couldn t see any clear landmarks. When I finally saw a house by the roadside, I insisted he stop. He hesitated at first, but eventually let me out. I called my brother to pick me up what was supposed to be a 30-minute ride turned into ...

... your face (just a selfie or portrait). One click and AI does the rest your face is swapped onto the actor, with realistic movement, lighting, and expressions, even in dynamic or emotional scenes. Example: The tech would analyze facial landmarks for natural results and handle all the processing right in your browser no external apps or installs required. Why am I asking? I feel like most face swap tools are limited to static images or clunky video editors, and there ...