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Please Review my Resume
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Calibration-free SLAM is here: AIM-SLAM hits SOTA by picking keyframes based on "Information Gain" instead of fixed windows.
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A new long video generation model is out
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Rent 2x RTX 4080 rigs for AI & Remote Compute (Hourly)
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Sick of being a "Data Janitor"? I built an auto-labeling tool for 500k+ images/videos and need your feedback to break the cycle.
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Action Segmentation Annotation Platform
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Embedding slicing with Franca on BIOSCAN-5M: how well do small embeddings hold up?
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How to improve results of 3D scene reconstruction
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Want to work on imagenet dataset no gpu available so need to do some cloud gpu and stuff any advice would help anything works please thank you
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Object Tracking and Including Data with Multiple Objects in Training
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help with chosing a camera for a project
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We’ve successfully implemented pedestrian crossing detection using NE301 Edge AI camera combined with sensors!
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My journey through Reverse Engineering SynthID
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Ultralytics SAM2 Implementation- Object Not Initially in Frame
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What platform to use for training?
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Trying to run WHAM/OpenPose locally with RTX 5060 (CUDA 12+) but repos require CUDA 11 – how are people solving this?
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[Update] I built a SOTA Satellite Analysis tool with Open-Vocabulary AI: Detect anything on Earth by just describing it (Interactive Demo)
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Silly question
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Medical Segmentation Question
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Visual Applications of Industrial Cameras: Laser Marking Production Line for Automatic Visual Positioning and Recognition of Phone Cases
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How to detect color of text in OCR?
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Image Augmentation in Practice — Lessons from 10 Years of Training CV Models and Building Albumentations
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Currently feeling frustrated with apparent lack of decent GUI tools to process large images quickly & easily during annotation. Is there any such tool?
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Algorithm Selection for Industrial Application
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Testing strategies for an automated Document Management System (OCR + Classification)
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Qwen3.5 breakdown: what's new and which model to pick [Vision Focused]
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Yolo ONNX CPU Speed
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[Looking for] Master’s student in AI & Cybersecurity seeking part-time job, paid internship, or collaborative project
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Dynamic Texture Datasets
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Contour detection via normal maps?
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Light segmentation model for thin objects
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Detecting Smart Glasses (e.g., Meta Ray-Ban) in Images – Feasible?
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Follow-up: Adding depth estimation to the Road Damage severity pipeline
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Explaining CCTV Fundamentals Clearly (Free Session)
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Project Title: Local Industrial Intelligence Hub (LIIH)
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OCR on Calendar Images [Project]
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Project-Habitat risk classifier
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Help Finding the Space Jam Basketball Actions Dataset
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Preferred software for performing basic identification
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Last week in Multimodal AI - Vision Edition
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How Do You Decide the Values Inside a Convolution Kernel?
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TinyTTS: The Smallest English Text to Speech Model
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Need Ability to Quickly Capture Cropped Images from Anything!
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Feasibility of logging a game in real time with minimal latency
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Getting a dataset out there
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Computer Vision in 512 Bytes
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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