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Butterflies & Moths of Austria - Fine-grained Lepidoptera dataset (now on Hugging Face)
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Python lib to build GUIs for CV applications
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Tomorrow: March 12 - Agents, MCP and Skills Meetup
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Need help in fine-tuning of OCR model at production level
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What skills do computer vision freelancers need?
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Yolo Training Hurdle
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Which is the best model for extracting meaningful embeddings from images that include paintings
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Which library do you use for fine-tuning vision LLMs?
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Computer Vision Engineer Interview expectations
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Need Feedback on Vision Pipeline: YOLO Label Detection -> EasyOCR
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Building a navigation software that will only require a camera, a raspberry pi and a WiFi connection (DAY 1)
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Finding computer vision engineers in ncr region India
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Turn MediaPipe Landmarks into Real-Time Gesture Signals 👋 (Python Toolkit)
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Need unique CNN project ideas using image datasets (student project)
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LoGeR: Long-Context Geometric Reconstruction with Hybrid Memory
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How to get started with AI (For beginners and professionals)
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university freshman wants to break into computer vision
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what’s the best model out there for real time image processing using satellite (google maps data) (L1 maybe?)
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Why most AI coaching tools for gaming fail
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Looking for a mon/global-shutter camera (120–500 FPS) for DIY eye tracker <$400 if possible
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Looking for a dataset/site that filters images by their Histogram properties
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Tired of being a "Data Janitor"? I’m opening up my auto-labeling infra for free to help you become a "Model Architect."
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Does any one have an idea of how the AI verifiers in SAM3 model data engine is being trained ?
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What is most challanging part in CV pipelines?
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Convolutional Neural Networks - Explained
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multimodal humor generation that argues CoT misses “creative jumps”
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Machine Vision Tracking System—Automated Welding Vision Solution
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This paper drops keypoints for 4D animal reconstruction and still gets better temporal consistency
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MacBook webcam FOV
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lensboy - camera calibration with spline-based distortion for cheap and wide-angle lenses
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Guidance In Career Path
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I'm considering a GPU upgrade and I'm hoping to get some real-world feedback, especially regarding 1% low performance.
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Looking for hardware recommendations
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We built a PCB defect detector for a factory floor in 8 weeks and the model was the least of our problems
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i built a comfyui-inspired canvas for fiftyone
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Tech stack advice for a mobile app that measures IV injection technique (Capstone project)
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Vision as the future of home robots
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What should I use for failure detection?
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Why is there such a gap for RGB + External 6DoF
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[R] Seeking arXiv Endorsement for cs.CV: Domain Generalization for Lightweight Semantic Segmentation via VFM Distillation
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Generate animations for website from sign language clips.
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Camera pose estimation with gaps due to motion blur
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I built a simple AI system that handles 80% of customer support for a small business
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Vision binoculaire pour robot connaissez vous des modèles intéressants
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D Recomendación de modelo YOLO pre-entrenado para detección de barcos en imágenes SAR SAOCOM (L-band) sin entrenar desde cero.
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Is there anyone serve a model on Azure?
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Depth Perception Blender Add-on
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Depth Perception Add-on
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Finally: High-Performance DirectShow in Python without the COM nightmares
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Reproduced the FAccT 2024 NSFW bias audit on a 5MB on-device YOLO model — lower demographic bias than 888MB CLIP models
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Small Model, Big Results: How a 5MB On-Device NSFW Detector Outperforms Cloud APIs and Passes a Fairness Audit
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Numeric Precision for Surface Normals Dataset
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Library to read&write from webcam and video capture card in real-time
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Career Opportunities in Computer Vision
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Has anyone used a VLM for art analysis or understanding artwork?
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How to validate the performance of segmentation models ?
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How to efficiently store large scale 2k resolution images for computer vision pipelines ?
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Can a VLM detect a blink in real-time?
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How can I use MediaPipe to detect whether the eyes are open or closed when the person is wearing smudged glasses?
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If you could create the master guide to learning computer vision, what would you do?
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Extract data from traffic footage.
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What are the best off the shelf solution for action/behavior recognition?
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Help with gaps in panoramas stitching
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A Practical Guide to Camera Calibration
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Anyone else losing their mind trying to build with health data? (Looking into webcam rPPG currently)
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Binary vs multiclass classifiers
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Bolt-on spatial feature encoder improves YOLO OBB classification on DOTA without modifying the model
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Logo detection fail on extremely high resolution artwork
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How to Install and Use GStreamer on Windows 11 for Computer Vision Projects?
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Feature extraction from raw isp output. Has anyone tried this?
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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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Xiaomi trials humanoid robots in its EV factory - says they’re like interns
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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?