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Open Source Programmable AI now with VisionCore + NVR
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March 19 - Women in AI Virtual Meetup
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Pricing Machine Vision Camera?
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Working on a wearable navigation assistant for blind users — some optical flow questions
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How 42Beirut pushed me to become a better researcher
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What happens if you let thousands of agents predict the future of AI with explanation, evidence and resolution criteria? Let's find out.
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Training a segmentation model on a dataset annotated by a previous model
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[Discussion] Boundary-Metric Evaluation for Thin-Structure Segmentation under 2% Foreground Sparsity
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NEED OPINION: We built this simple image labeling tool mainly for YOLO as we could not find an easy one but we are taking votes for GO or NO-GO
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What is the current SOTA for subtle texture segmentation with extreme class imbalance? (Strict Precision > Recall requirement)
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Web-Based 3DGS Editing + Embedding + AI Tool + more...
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I created an app to run object detection (YOLO, rf-detr) on your monitor screenshots
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I built an open-source tool to create satellite image datasets (looking for feedback)
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[Help] Beginner : How to implement Stereo V-SLAM on Pi 5 in 4 weeks? (Positioning & 3D Objects)
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Human tracking problem
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Edge Ai Repo on the ESP32
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Looking for ideas: Biomedical Engineering project combining MR/VR & Computer Vision
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Need pointers on how to extract text from videos with Tesseract
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Seeking high-impact multimodal (CV + LLM) papers to extend for a publishable systems project
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I need help using Deepface,camera not working
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Tracking bees
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Multi camera calibration demo: inward facing cameras without a common view of a board
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My first opencv project
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need advice in math OKR
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eVident YOLO8s based model
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Need architecture advice for CAD Image Retrieval (DINOv2 + OpenCV). Struggling with noisy queries and geometry on a 2000-image dataset.
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Live gesture recognizer, can be trained to recognize any gestures
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I built RotoAI: An Open-source, text-prompted video rotoscoping (SAM2 + Grounding DINO) engineered to run on free Colab GPUs.
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Need help in fine-tuning SAM3
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Cigarette smoking detection and Fire detection
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Low discriminative power (margin) in CNN-based template matching with ZNCC. Any architectural advice?
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Need advice: muddy water detection with tiny dataset (71 images), YOLO11-seg + VLM too slow
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Action recognition
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Help me understand why a certain image is identified correctly by qwen3-vl:30b-a3b but much larger models fail
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Neural Style Transfer Project/Tutorial
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FAST algorithm implementation
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Factory forklift detection using raspberry pi5
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Albumentations license change
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I fine-tuned DINOv3 on consumer hardware (Recall@1: 65% → 83%). Here is the open-source framework & guide
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[CVPR 2026] ImageCritic: Correcting Inconsistencies in Generated Images!
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Built a Swift SDK to run and preview CV models with a few lines of code.
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Anyone building something in computer vision? I've 5+ years of experience building in CV, looking for interesting problems to work on. I will not promote
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Open-Source YOLOv8 Pipeline for Object Detection in High-Res Satellite Imagery (xView & DOTA)
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I built an AI Coach that analyzes your clips and gives you Pro Metrics (Builds-per-second, Crosshair placement, etc.) - Looking for Beta Testers!
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Tracking Persons on Raspberry Pi: UNet vs DeepLabv3+ vs Custom CNN
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Love to hear your feedback on this personal project - what happens if you let AI predict the future of AI?
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[R] CVPR'26 SPAR-3D Workshop Call For Paper
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Exploring a new direction for embedded robotics AI - early results worth sharing.
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Rubber Duck Debugging
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Rubber Duck Debugging
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Segment Anything with One mouse click [project]
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You can geo-estimate images but what about interiors?
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Blackbird dataset
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Dataset management/labeling software recommendations
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How to study “Digital Image Processing (4th ed) – Gonzalez & Woods”? Any video lectures that follow the book closely?
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Does anyone have the Miro notes for the Computer Vision from Scratch series provided by vizuara ?
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How much of a pain is Pro-Cam (Projector-Camera) calibration in real-world industry applications? (Dealing with vibrations/movement)
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From zero CV knowledge (but lots of retail experience) to 11 models and custom pipelines
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Fast & Free Gaussian Splatting for 1-Day Hackathon? (Android + RTX 3050)
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Want to Train Cv model for manufacturing
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Advice Needed: What AI/ML Topic Would Be Most Useful for a Tech Talk to a Non-ML Tech Team?
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I built an AR app that lets you create and build directly in your real world space.
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Looking for help for Football Film auto cliping
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Is it true you need at least a masters or Phd to a job related to CV?
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Update de la IA de coaching que se hizo viral: Ya tenemos Beta funcional (y es 100% privada) 🚀
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Image transformations did not increase model accuracy post-training
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How to push detection IoU to 90 and above
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Blender Add-On - Viewport Assist
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Very small object detection/tracking
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Real time deadlift form analysis using computer vision
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[Job Search] Junior Computer Vision Researcher/Engineer
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Camera Calibration
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Those that are in a similar situation as this comment: what is your computer vision profile like?
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[PROJECT] Simple local search engine for CAD objects
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[R] TAPe + ML: Structured Representations for Vision Instead of Patches and Raw Pixels
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Intro papers to understand current intersection of language models and physical world?
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Looking for serious DL study partner ( paper implementations + TinyTorch + CV Challenges)
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SAM 3 UI – Image, Video, and Multi-Object Inference
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Got accepted to R1 CV/ML PhD but people are saying the field is dead
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How to get a CV job as a bachelors student?
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Soccer Ball Detection
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Deterministic replay audit system
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Does anyone have experience with internal conical mirror?
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Getting masks and results from D6/D12 cubes on mobile (Real-time / One NN)
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2000+ FPS person detection on Raspberry Pi 5 (CPU-only, 34k params)
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3d depth annotation
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Building an AI analytics tool for Esports. Dealing with 144fps+ VODs is a nightmare.
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Connected Qwen3-VL-2B-Instruct to my security cameras, result is great
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MCC-H - self-hosted GUI agent that sets up his own computer and lives there
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Free Data annotation tool.
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built a real-time PCB defect detector with YOLOv8 on a fanless industrial PC. heres what actually broke
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Can I run a lighter version of SAM 3 on Raspberry Pi 5 using a raspberry pi AI Camera?
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I was tired of messy CV datasets and expensive cloud tools, so I built an open-source local studio to manage the entire lifecycle. (FastAPI + React)
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I was tired of messy CV datasets and expensive cloud tools, so I built an open-source local studio to manage the entire lifecycle. (FastAPI + React)
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8GB RAM. Multi-Modal Reasoning. Zero Accuracy Loss.