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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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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
18. computervision
Why is goal detection in football so hard?
19. computervision
VL-JEPA: A different approach to vision-language models that predicts embeddings instead of tokens
20. computervision
What if product identity is born after manufacturing, not before?
21. computervision
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.
37. computervision
FAISS powers lightning-fast similarity search
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hvat 0.1.0 - An offline first image annotation tool with multi-band visualization (browser + native)
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AI Training Methodologist For Hire | 9.5/10 System-Evaluated Methods
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Teaching a Segmentation Network to say "I don't know": Detecting anomalies in urban scenes
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Computer vision guided projects suggestion
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Prescription - OCR strategy
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mask sharpening
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How to debug a Super Resolution task?
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[D] What breaks most often when training vision models?
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Built a lightweight Face Anti Spoofing layer for my AI project
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Model accuracy works on Roboflow web (>90%) but fails on iOS app (<40%). Resizing issue?
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How to Train Ultralytics YOLOv8 models on Your Custom Dataset | 196 classes | Image classification [project]
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Texture/pattern segmentation
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Best approach to detect wood in images when I only have positive examples
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Cricket Ball Detection
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RasPi 4 model B
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Is Deepstream really a good skill to have?
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Is it possible to create a usable 3d map with this setup?
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Math Folks Sent Me
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Hands tracking
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Reasoning over images and videos: modular CV pipelines vs end-to-end VLMs
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Is DeepStream still a pain to work with?
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Three Core Computer Vision Tasks Every AI Engineer Should Truly Understand
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Open-source VFX software for learning visual effects from a computational and mathematical perspective.
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Need help regarding master degree in CV
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Creating a Sketch to HTML Application with Qwen3-VL
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Looking for Interesting Thesis Ideas
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Looking for people to do CV project with
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Calibration for webcam based eyetracking
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ByteTrack causing bottleneck during object segmentation + tracking
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Help with stereo vision project.
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I built a real-time Poker HUD Solver using Python, YOLOv8 and Gemini AI for GG Poker
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What I’ve Learned Building & Marketing Computer Vision Systems
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I built a free AI background removal website — looking for honest feedback & feature ideas
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Found A New Tool to Rapidly label For Custom YOLO models for FREE
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Course Syllabus Help
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Monitoring wildlife on my property in Montana without running miles of power cables? (No Cloud preferred)
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Looking for a dataset of images of security cameras
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Uav+edge ai
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Seeking facial recognition system for “in-the-wild” unknown detection from IP camera streams (5,000-person whitelist) + real-time booth monitoring
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Trying to build a simple OSS “digital human” setup — looking for advice
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Anyone else noticed how slow Roboflow is lately?
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Backing sheet detection
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Best lightweight CV pipeline to rectify and stabilize a monitor recording from an angled low end camera
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How to Deal with Accumulated Inference Latency and Desynchronization in RTSP Streams?
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Pixelbank - Leetcode for ML/CV
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Extracting live images from a Cognex DataMan with an open-source cross-platform library for custom computer vision development.
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YOLO vs D-FINE vs RF-DETR for real-time detection on Jetson Nano (FPS vs accuracy tradeoff)
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Imflow - Launching a minimal image annotation tool
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I’m a newbie and I am thirsty for knowledge
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Get a walkthrough for anything by sharing your screen with AI (Open Source)
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AI for Space Telescope Image Enhancement: Downloadable Datasets and Recent Papers?
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How do you extract data from scanned documents?
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What are the biggest hidden failure modes in popular computer vision datasets that don’t show up in benchmark metrics?
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samsung‘s user study on 3 types of ring-based gesture interaction
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Multimodal Medical AI: Images + Reports + Clinical Data
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Ultra-Low Latency Solutions