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CLUSTER CAMERA-WEB-DETECTION · 18 ENTRIES · EARLIEST ENTRY 2025-04-26

Real-time object detection web apps

This cluster consists of web applications that perform real-time object detection using computer vision, often running directly in the browser or via camera input. The dated history shows a single entry in August 2020, then a long gap until 2025 when four more entries appeared in April, June, August, and December, indicating a sporadic, uneven release pattern with no clear acceleration. Traction is led by whatisit, the only member with any activity signal (1 star), while all other dated members have none.

Entry timeline

ENTRY TIMELINE

AUG 2020: 1APR 2025: 1JUN 2025: 1AUG 2025: 1DEC 2025: 1AUG 2026: 4SEP 2026: 7OCT 2026: 2
AUG 2020OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 5 ai-built · 1 hand-coded · 12 unlabelled

Operator · 11 hobby · 1 indie · 1 open source · 5 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 18 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01whatisit1★8 dayslivehobbyAI camera web app that detects objects from a live camera, explains what they are for, and answers follow-up questions in multilingual chat.
  2. 02Object-Detection-using-YOLO-V80★26 days—Web application that analyzes live and recorded video feeds to detect and track objects, generating heatmaps and cumulative statistics.
  3. 03yolov8x-vision-studio0★2 days—Computer vision web app that detects objects in images and video in real time.
  4. 04detector_objetos_yolo26n0★25 days—hobbyOffline object detection application that identifies objects in images, videos, and live camera feeds on desktop, Android, and web browsers.
  5. 05detector-objetos0★1 mo—hobbyWeb app that uses the device camera to detect objects and saves detections with confidence and bounding boxes.
  6. 06RoadSignShapeDetector0★1 mo—hobbySingle-page web application that detects road signs in images and classifies their geometric shapes using classical computer vision.
  7. 07MonkeyDetection0★29 days—hobbyWeb app that detects monkeys in uploaded images and videos, drawing bounding boxes and confidence scores for each detection.
  8. 08odm0★27 days—hobbyWeb application that detects and classifies objects in images and live video with bounding boxes and confidence scores.
  9. 09fastapi_streamlit_image_project0★27 days—hobbyImage classification web app that trains a model on custom images and predicts categories for uploaded photos.
  10. 10GemMint0★2 moliveindieWeb platform that uses computer vision to predict professional grading scores for trading cards from user-submitted photos in under a minute.
  11. 11CRIME_VISION_LATEST0★1 yrabandonedliveai-builthobbyWeb app that uses computer vision to detect and flag criminal or suspicious activity from video footage.
  12. 12real_time_detection0★1 yrabandonedliveai-builtReal-time object detection web app using camera input for recognition.
  13. 13LLM-Based-Landmark-Image-Analyzer0★7 mostalelivehobbyWeb app that identifies landmarks from photos and provides bilingual contextual information using image classification paired with language model reasoning.
  14. 14ai-image-classifier0★1 yrabandonedliveai-builthobbyWeb application that detects common objects in images by running classification models directly in the browser.
  15. 15vott-bin0★6 yrabandonedlivehand-codedopen sourceVisual object tagging tool for building object detection models from images and videos.
  16. 16Image Recognition App0★unknownliveai-builtWeb app that identifies and describes objects and scenes in uploaded images using image recognition technology.
  17. 17Visual Field Recognizer0★unknownliveai-builthobbyTool that uses image recognition to identify and analyze objects or patterns within a captured visual field.
  18. 18Realtime Object Detector0★unknownliveWeb app that uses a camera to detect and label common objects in real time.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.