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Spatial data engine
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beginner question about making a face recognition api
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Interview coming up with Ouster for Autonomy role
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Collecting ideas for a new mini AI camera: What’s your ideal dev-first hardware spec?
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Playing Card Detection under Occlusion YOLO
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3DGS with Open-vocabulary Querying Directions
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Looking to switch fields, should I get a degree?
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Interview for Erasmus+ Computer Vision Internship
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A Book for A Beginner
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Help with datasets PELASEEE HELP ME
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Tips for segmentation annotation with complex shapes
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Human segmentation with Open Images
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A newsletter that sends you daily summaries of top machine learning papers everyday
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Question on deformable attention in e.g. rfdetr
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Free tools for bounding box annotation on large DICOM MRI/CT datasets?
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Synthetic data for edge cases : Useful or Hype ?
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Need suggestions
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FInding Contour (for extraction of object)
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Imagine asking a VLM the following ...
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Need insights on these two points. Pixel to geographic coordinate transform and multi cam perspective fusion.
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Where do I find Compute ??
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Best open-source tool to correct 3D hand keypoint annotations from video?
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Computer Vision Interview Tips
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One-click deploy from PC to Jetson (no monitor/keyboard needed)
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CONJ: Dual-Pair-Based 1+2 Decomposition with Residual Invariance (preprint + repro repo) — feedback / related work welcome
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Last week in Multimodal AI - Vision Edition
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Macro Automation Studio - We created a tool allows you to easily automate Android Emulators using Computer Vision
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Recommendations for Web-Based OCR on technology stack and deployment
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LingBot-VLA vs π0.5 vs GR00T N1.6 vs WALL-OSS: real-world benchmark across 100 tasks and 3 robot platforms
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How much should I charge for a real-time multi-camera people counting system (edge device, RTSP, detection+tracking)?
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RF-DETR Nano giving crazy high confidence on false positives (Jetson Nano)
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40KB vision model that hits 98.5% on MNIST, no gradients, no backprop. Evolutionary AI.
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LingBot-VA vs π0.5: Autoregressive video world model for robot control, benchmarks on RoboTwin 2.0 and LIBERO
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Unsupervised image matching, what's the best approach?
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Detect Table Tennis Balls with HuskyLens Camera
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Finding stragglers in single-node multi-GPU PyTorch (DDP) training
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NEED A .task FILE
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Age detection system
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What’s the most painful part of your image annotation workflow?
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Industry practices regarding non-cloud applications
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I have built my own software suite to start to categorise our 1m+ images
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How to identify oblique lines
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AI Visual Inspection for plastic bottle manufacturer
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YOLO Pantry Project
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[Demo] An edge AI camera board running deep learning vision on-device
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Infrared USB Camera
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I recorded a Action-Aligned Dataset for No Man's Sky using a custom macOS OBS plugin. Is this suitable for training World Models (like Genie 3)?
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Lack of motivation to learn through AI
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low recall on YOLO models
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Need guidance for CV applications in industrial environments
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The Flawed Approach to Comparing Different Regions in
Shadow Removal
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Demand for GIS Applications
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BG/FG separation with Gaussian Mixture Models
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Gaussian Mixture Model for BG/FG classification
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FaceLinkGen: Rethinking Identity Leakage in Privacy-Preserving Face Recognition with Identity Extraction
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3080 10Gb or 3060 to 12Gb for Yolo training
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Dice Result Recognition App
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Real-time Face Distance Estimation using SCRFD & Pinhole Camera Model
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Doubt on a paper: experiment
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We made data annotation… conversational
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LingBot-Depth vs OMNI-DC vs PromptDA vs PriorDA on depth completion: 40-50% RMSE reduction across NYUv2, iBims, DIODE, ETH3D
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YOLOv8 for Detection & Classification
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how to get in to computer vision
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Real-time defect detection system - 98% accuracy, 20ms inference
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Where can I find the MARS dataset for Person Re-Identification?
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Computer Vision FYP ideas
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Image Defect Classification
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We built a research workspace that finds GitHub code for papers, runs Python for plots, and generates TikZ diagrams — 20% off for r/computervision
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Essential skills outside of computer vision as a freelancer
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Using YOLO11 to speed up PCB Assembly
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ResNet-18 just got a free upgrade - pretrained dendritic model released
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From .zip to Segmented Dataset in Seconds
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Best single-pane benchmark for VLM inference
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Chrome extension that shows AI edits like Word Track Changes (ChatGPT, Gemini, Claude)
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Rf-detr Integration with Sam3?
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How to fine-tune efficiently?
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Budget friendly C mount camera to capture welding
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DinoV3 convnext
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Resource and Advice Needed.
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Starting FSO Full Stack Development. Anyone up for doing it together?
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Real time object detection on Raspberrry Pi 4
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(URGENT) Detect leds and wether they are on or off
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VocoWeb AI
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Hunyuan3D 2.0 – Explanation and Runpod Docker Image
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Low-Latency RF-DETR Inference Pipeline in Rust: ~3.7 ms on TensorRT (~7.5 ms end-to-end) + Zero-Copy mmap IPC
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Segment Anything Tutorial: Fast Auto Masks in Python [Project]
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really impressed with these new ocr models (lightonocr-2 and glm-ocr). much better than what i saw come out in nov-dec 2025
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I got tired of guessing MediaPipe FaceMesh landmark indices… so I built a visual selector
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Feedback on resnet-18-perforated : resnet-34 accuracy on your use-case?
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Few-shot object detection with SAM3 - draw boxes, get REST API
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Viability of MediaPipe-extracted Skeleton Data for ISL Review Paper (Low Resource)?
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How to train dinov3 on google colab?
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NASA’s Perseverance rover completes the first AI-planned drive on Mars
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Umeyama algorithm and trajectory generation