What Is Object Detection? A Simple Guide to How AI Sees Objects
Ever wondered how AI recognizes people, cars, or faces in images? This easy guide breaks down object detection, how it works, and where it’s used in daily life. Learn why image annotation services are essential for training reliable AI models.
Know More: https://www.hitechdigital.com/blog/object-detection-guide
Ultralytics (@ultralytics)
Ultralytics v8.4.8이 출시되었습니다. 엔드투엔드(NMS-free) YOLO26/YOLOv10이 이제 max_det 및 agnostic_nms를 준수하며, 더 안전한 익스포트 기능과 정돈된 문서가 포함된 업데이트입니다.
Neural_Sorcerer (@Subh_775)
인도 복잡 교통 환경에서 실행한 객체 탐지 인퍼런스 영상 공개. IISc Bangalore가 UVH-26-MV 데이터셋으로 파인튜닝한 YOLO26m 모델을 사용해 실제 조건에서 세분화된 차량 클래스까지 포착하는 성능을 보였으며, Roboflow 및 Ultralytics와의 협력이 언급됨. 실도로 적용 사례 및 데이터셋·모델 실험 결과 성격.
Ultralytics (@ultralytics)
Ultralytics가 YOLO11에서 회전된 경계상자(Oriented Bounding Boxes, OBB)를 통한 추론을 지원합니다. 회전된 박스로 객체의 방향과 형태를 더 정확히 잡아내며 항공 이미지나 오버헤드 뷰에서 유리한 적용 사례입니다. 상세 내용은 링크 참조.
SkalskiP (@skalskip92)
Roboflow에서 공개한 RF-DETR 오픈소스 리포지토리 링크 공유. DETR 계열의 객체검출(오브젝트 디텍션) 구현으로 보이며 GitHub에서 코드와 자료를 확인할 수 있음. 컴퓨터비전 모델 개발자와 연구자에게 유용한 리소스.
Tesla Autopilot Sees Everything: Traffic and Cars! #shorts
Watch as the Tesla vision system accurately identifies pedestrians, cars, and bikes on a busy road. Impressive real-time object detection in action! #TeslaVision #SelfDriving #ObjectDetection #AI #TechDemo from Tesla In The Gong
Top 10 Bounding Box Annotation Services to Outsource
Accurate bounding box annotation supports reliable object detection and computer vision models. Quality workflows, human oversight, and secure data handling help reduce bias and improve AI performance across healthcare, retail, and autonomous systems.
Learn more: https://www.tumblr.com/habiledata/802547452929523713/top-bounding-box-annotation-services
#AI #ComputerVision #DataLabeling #ImageAnnotation #ObjectDetection
Top 10 Image Annotation Services Transforming Computer Vision in 2026
Explore the leading Image Annotation Services transforming AI in 2026. These top providers offer expert labeling for object detection, segmentation, and classification, helping build robust computer vision models across industries like healthcare, autonomous driving.
Know More: https://telegra.ph/Top-10-Image-Annotation-Services-Shaping-Computer-Vision-in-2026-12-08
#imageannotation #datalabeling #imagesegmentation #objectdetection #techtrends2026
Thinking it is time to release Darknet v5.1. The "Christmas 2025" edition? #Darknet #YOLO #ObjectDetection
Why DETRs are replacing YOLOs for real-time object detection
https://blog.datameister.ai/detection-transformers-real-time-object-detection
#HackerNews #DETRs #YOLOs #ObjectDetection #RealTime #AI #MachineLearning
Open-source tool automates high-volume image cropping for advertisers: Developer releases Python tool combining YOLO, DETR, and RT-DETR object detection models to process thousands of advertising images without human intervention. https://ppc.land/open-source-tool-automates-high-volume-image-cropping-for-advertisers/ #OpenSource #ImageCropping #Advertising #Python #ObjectDetection
What Is 3D Cuboid Annotation?
Learn how this technique turns flat images into 3D-aware datasets, helping AI understand object size, depth, and orientation. It’s transforming robotics, autonomous vehicles, and industrial automation.
Bounding Box Annotation Explained: How It Powers Object Detection in AI
Learn how defining object boundaries helps AI detect and classify objects, driving innovation in autonomous vehicles, robotics, surveillance, and healthcare.
Explore insights here: https://peerlist.io/snehaljoshi/articles/bounding-box-annotation-object-detection-a
#BoundingBoxAnnotation #DataAnnotation #MachineLearning #ObjectDetection #AI #ComputerVision
YOLOv5 hits 97% precision on zooplankton; YOLOv8’s DFL handles class imbalance, boosting excrement hits despite scant labels. https://hackernoon.com/need-precision-plankton-counts-why-yolov5-shines-but-yolov8-adapts #objectdetection
Class imbalance (80% Artemia) and SSIM/MSE checks ensure quality across 50 mg, 100 mg, and control images before YOLO training. https://hackernoon.com/train-yolo-in-10-epochs-a-lean-recipe-for-marine-micro-object-detection #objectdetection
YOLOv8 research tutorial: Discover 10 powerful steps to customize YOLOv8 for your research. Boost your AI projects today! #YOLOv8 #ObjectDetection #Research #AI #DeepLearning
ONNX conversion tool is mostly done. Code is 99% there. But I have 1 nagging bug related to Resize node (upscale layer). Could use some eyes.
Anyone familiar with ONNX files want to give it a test?
https://www.ccoderun.ca/programming/doxygen/darknet/classDarknet_1_1ONNXExport.html#details
Attention, earthlings! 🚀 Gemini 2.5 is here to "sort of" revolutionize object detection with the vibrant enthusiasm of a damp sock. 🤖✨ In a thrilling race against Yolo V3 from 2018, this "decent" AI takes the scenic route to underwhelm us all while we dream of a world without endless dataset drudgery. 🔍📦
https://simedw.com/2025/07/10/gemini-bounding-boxes/ #Gemini2.5 #YoloV3 #ObjectDetection #AIInnovation #DatasetManagement #HackerNews #ngated
Transform your operations with our trusted partner, @Phelps2020, Inc. and the Edge AI Platform! Experience real-time EO/IR enhancement, automatic object detection, and more! Don't miss out on smarter insights. Demo Today! https://zurl.co/exG11 #ImageEnhancement #ObjectDetection
Anyone need object detection work done? I'm looking for work. See attached images for examples. This is done using Darknet/YOLO, written in C++. #ObjectDetection #Darknet #YOLO #cpp
