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Exploring Computer Vision After Years in NLP
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Staying up to date
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[D] NLP vs. Computer Vision: Career Transition Thoughts
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posture assessment with zed 2i
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What does your production CV stack look like?
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Improving accuracy & speed of CLIP-based visual similarity search
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I need guidance regarding what to learn in next few weeks
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Zero-shot object detectors as auto-labelers or assisted labelers?
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Heat map of annotated objects
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Looking for the best local image-to-text / OCR model for iOS app. Any recommendations?
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Was recommended RoboFlow for a project. New to computer vision and looking for accurate resources.
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Vehicle count without any object detection models. Is it possible?
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Jan 22 - Virtual Women in AI Meetup
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Implemented 3D Gaussian Splatting fully in PyTorch — useful for fast research iteration?
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[P] Imflow update: Extract frames from video → upload as images (dataset creation is faster now)
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Achieving <15ms Latency for Rail Inspection (80km/h) on Jetson AGX. Is DeblurGAN-v2 still the best choice?
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Jetson or any other hardware Benchmarks for Siglip2 inference?
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Guidance for AR app
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Has anyone tried Microsoft MoGe?
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Face Authentication with MediaPipe FaceLandmarker - Addressing False Positive Rate
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Osu AI Destroys Centipede(Vision-Only, No beatmap data)
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Help selecting camera.
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PaddleOCR+OpenCV detection visuals messed up
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Should a bilateral filter library automatically match blur across RGB and CIELAB, or just document the difference?
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A visual explanation of how LLMs understand images
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Help identify plate number
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[Newbie Help] Guidance needed for Satellite Farm Land Segmentation Project (GeoTIFF to Vector)
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How would I go about creating a tool like watermarkremover.io / dewatermark.ai for a private dataset?
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Zero-shot species classification in videos + fine-tuning vs training from scratch?
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Help_needed: pose estimation comparing to sample footage
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Need help choosing a real-time CV approach for UAV based feature detection
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Exploring Robust Visual-Inertial Odometry with ROVIO
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Medical OCR
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Help on running correct inference of yolo11 on RKNN3576 NPU
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What should i work on to become computer vision engineer in 2026
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Just integrated SAM3 video object tracking into X-AnyLabeling - you can now track objects across video frames using text or visual prompts
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From real-time object detection to post-hoc video analysis: lessons learned using YOLO on long videos
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Autonomous Dodging of Stochastic-Adversarial Traffic Without a Safety Driver
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Open world model in computer vision
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How Can I prune VLMs or LLMs? [D]
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Real time assembly line quality inspection using YOLO and computer vision
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Fine-tuning Qwen3-vl for OCR dataset
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Tips for my thesis
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Real-Time Fall Detection Using MediaPipe Pose + Random Forest
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How can you recover license plate numbers from blurry videos?
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debugging model pipelines when opencv just hangs
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Frustrated with the lack of ML engineers who understand hardware constraints
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Built a tool that indexes video into searchable data (objects + audio) — looking for feedback
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Tools for log detection in drone orthomosaics
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Video Segmentation Model Recommendations?
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Is PimEyes down?
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Fine-Tuning Qwen3-VL
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PaddleOCR & Pytorch
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Depth Anything V2 works better than I though it would from 2MP photo
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Optimized my Nudity Detection Pipeline: 160x speedup by going "Headless" (ONNX + PyTorch)
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What si the difference between semantic segmentation and perceptual segmentation?
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How are you even supposed to architecturally process video for OCR?
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Best OCR/Text Detection for Memes and Complex Background Images in Content Moderation?
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🧠 unified, desktop-first Vision AI IDE — looking for feedback
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CV project for all those students asking for one
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Physical AI Startup
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Really struggling to build an a relevant artefact for my computer vision project.
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Using Variational Autoencoders to Generate Human Faces
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🚀OpenDoc-0.1B: Ultra-Lightweight Doc Parsing System (Only 0.1B Params) Beats Many Multimodal LLMs!
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RPi 4 (4GB) edge face recognition (RTSP Hikvision, C++ + NCNN RetinaFace+ArcFace) @720p, sustainable for 24/7 retail deployments?
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1st African Language Text-to-Image Model trained from scratch
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Advice for Phd
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Color spaces
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[Help] Need a C++ bilateral filter for my OSS project (Img2Num)
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Looking for a Public Dataset of Capsules or Pills (2,000+ Images) for PhD Research
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Why is goal detection in football so hard?
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VL-JEPA: A different approach to vision-language models that predicts embeddings instead of tokens
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What if product identity is born after manufacturing, not before?
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Question about abstractions for composing larger 3D perception pipelines
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Best Python libraries for skeleton tracking with Astra Orbbec camera on Ubuntu 14.04/ROS Indigo?
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Moving bag detection
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How to tell client that the task they are expecting code to do is nearly impossible?
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power lines cables segmentation
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License Plate Or Video Enhancing Equipment
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Need advice: RobustAction Counting for MMA/Kickboxing Analyzer
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We’re experimenting with a unified Python SDK for 3D perception + Computer Vision pipelines — would love early technical feedback
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Face search application
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[For Hire] searching freelance projects
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which is better for layout parsing?
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Camera brand recommendation to integrate with Facial recognition
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Apple's New Way to Turn a Single Photo into Super Sharp 3D Models in Seconds
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Adding 2.5D relighting to 2D images using depth maps.
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FAISS powers lightning-fast similarity search