{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "CharlesFeng0314/JEV_sees",
 "name": "JEV_sees",
 "owner": "CharlesFeng0314",
 "slug": "charlesfeng0314-jev-sees",
 "github": "https://github.com/CharlesFeng0314/JEV_sees",
 "what": "JEV Sees is an open-source Python project that detects objects in images, video, and RGB-D camera feeds, tracks them across frames, and asks the JEV model a question about each one.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Python 3.10 or newer",
  "A JEV API key from console.typesafe.ai/keys",
  "Internet access for the first run, unless the Florence-2 and CLIP weights are already available locally",
  "Git and a terminal"
 ],
 "audience_note": "Built for Python developers and AI agents who want per-object visual answers from photos, clips, or live camera streams, and who have a JEV API key.",
 "risk": "dual-use",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/charlesfeng0314-jev-sees/",
 "use_case_count": 5,
 "use_cases": [
  {
   "id": "charlesfeng0314-jev-sees--answer-color-question-per-object-in-photo",
   "title": "Ask JEV a color question about each object in a photo",
   "best": true,
   "url": "https://dedupedai.com/use-cases/charlesfeng0314-jev-sees/answer-color-question-per-object-in-photo/",
   "json": "https://dedupedai.com/use-cases/u/charlesfeng0314-jev-sees/answer-color-question-per-object-in-photo.json"
  },
  {
   "id": "charlesfeng0314-jev-sees--track-pedestrian-risk-across-traffic-clip",
   "title": "Score each tracked pedestrian's accident probability in a clip",
   "best": false,
   "url": "https://dedupedai.com/use-cases/charlesfeng0314-jev-sees/track-pedestrian-risk-across-traffic-clip/",
   "json": "https://dedupedai.com/use-cases/u/charlesfeng0314-jev-sees/track-pedestrian-risk-across-traffic-clip.json"
  },
  {
   "id": "charlesfeng0314-jev-sees--label-animal-motion-state-in-video",
   "title": "Label each tracked animal's motion state in a video",
   "best": false,
   "url": "https://dedupedai.com/use-cases/charlesfeng0314-jev-sees/label-animal-motion-state-in-video/",
   "json": "https://dedupedai.com/use-cases/u/charlesfeng0314-jev-sees/label-animal-motion-state-in-video.json"
  },
  {
   "id": "charlesfeng0314-jev-sees--grade-package-obstruction-in-warehouse-photo",
   "title": "Grade how obstructed each package is in a photo",
   "best": false,
   "url": "https://dedupedai.com/use-cases/charlesfeng0314-jev-sees/grade-package-obstruction-in-warehouse-photo/",
   "json": "https://dedupedai.com/use-cases/u/charlesfeng0314-jev-sees/grade-package-obstruction-in-warehouse-photo.json"
  },
  {
   "id": "charlesfeng0314-jev-sees--ask-jev-about-rgbd-camera-objects-live",
   "title": "Ask JEV questions about objects from a live RGB-D camera",
   "best": false,
   "url": "https://dedupedai.com/use-cases/charlesfeng0314-jev-sees/ask-jev-about-rgbd-camera-objects-live/",
   "json": "https://dedupedai.com/use-cases/u/charlesfeng0314-jev-sees/ask-jev-about-rgbd-camera-objects-live.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}