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Last week in Multimodal AI - Vision Edition
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Weak supervision ensemble approach for emotion recognition compared to benchmark (RAF-DB, FER) datasets on 50+ movies
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March 12 - Agents, MCP and Skills Meetup
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Generalized Hough Transform for Object detection
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Epsteinalysis.com
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Search Engine For Physical Life : Part 1
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First time solo researcher publishing advice
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Looking for good online computer vision courses (intermediate level)
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Got tired of setting up environments just to benchmark models, so we built a visual node editor for CV. It's free to use.
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Building an AI agent to automate DaVinci Resolve PyAutoGUI struggling with curves & color wheels
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Best way to do human "novel view synthesis"?
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3D Pose Estimation for general objects?
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Built a depth-aware object ranking system for slope footage
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DINOv2 Paper - Specific SSL Model Used for Data Curation (ViT-H/16 on ImageNet-22k)
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Open Source Multimodal Agentic Studio for AI Workloads and Traditional ML
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Replacing perception blocks with ML vs collapsing the whole robotics stack
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Hello everyone!
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Fine-tuning RF DETR results high validation loss
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Advice for landing first internship
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Is there a significance in having a dual-task object detection + instance segmentation?
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hi, how do i deploy my yolo model to production?
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Perception Internships
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Help detecting golf course features from RGB satellite imagery alone
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Why Is Our 3D Reconstruction Pipeline Still Not Perfect?
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M1 Mac mini vs M4 Mac mini for OpenCV work?
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Object Detection for Any Game [Supports pre-trained models]
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Need help with Starrett/Metlogix Av200 retrofit
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Maths, CS & AI Compendium
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Are datasets of nature, mountains, and complex mountain passes in demand in computer vision?
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Passport ID License
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"Camera → GPU inference → end-to-end = 300ms: is RTSP + WebSocket the right approach, or should I move to WebRTC?"
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What's your training data pipeline for table extraction?
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How to efficiently label IMU timestamps using video when multiple activities/objects appear together?
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From .zip to Segmented Dataset in Seconds: Testing our new AI "Dataset Planner" on complex microscopy data
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SIDD dataset question
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Indoor 3D mapping, what is your opinion?
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Training Computer Vision Models on M1 Mac Is Extremely Slow
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Where do you source reliable facial or body-part segmentation datasets?
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Need help in identifying small objects in this image
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Thinking of a startup: edge CV on Raspberry Pi + Coral for CCTV analytics (malls, retail loss prevention, schools). Is this worth building in India?
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How to Auto-Label your Segmentation Dataset with SAM3
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How to force clean boundaries for segmentation?
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photographi: give your llms local computer vision capabilities
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MSc thesis
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One Formula That Demystifies 3D Graphics
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Image comparison
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New to Computer Vision - Looking for Classical Computer Vision Textbook
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How does someone learn computer vision
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OV2640/OV3660/OV5640 frame-level synchronisation possible?
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Why pay for YOLO?
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Tool detection help
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tips for object detection in 2026
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Help with RF-DETR Seg with CUDA
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Career Advice: Should I switch to MLOps
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Graph Based Segmentation ( Min Cut )
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WeirdSynth - Face Tracking VCV Rack Pro 2 Premium Plugin
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WeirdSynth - Face Tracking VCV Rack Pro 2 Premium Plugin
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Reproducing Line Drawing
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How would LiDAR from mobile camera help with object detection?
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Weapon Detection Dataset: Handgun vs Bag of chips [Synthetic]
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Weapon Detection Dataset: Handgun vs BagOfChips (Synthetic)
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How do your control video resolution and fps for a R(2+1)D model?
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Image Segmentation of Drone Images
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Post-processing methods to refine instance segmentation masks for biological objects with fine structures (antennae, legs)?
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Advanced Open Source Custom F405 Flight Controller for FPV drones
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Best uav detection model
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Books for beginner in Deep Learning applied to CV
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Stereo Vision
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YOLO box detector is detecting false positives
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YOLO box detector is detecting false positives
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Searching for geometric based (/heavy) computer vision opensource project
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Need ONNX model for surface normal estimation
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Dataset
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Tiny local model for video understanding?
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Using Yolo on capturing leaf disease on aerial images
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Videos from DFDC dataset https://ai.meta.com/datasets/dfdc/
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Handle customer data securely
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YOLO26 double detection
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roboflow model browser hosting halp plz :>
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Computer vision geeks, you are gonna love this
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Counting 20+ dice
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Estimate door width
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What object detection methods should I use to detect these worms?
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Unpopular opinion: Neuromorphic computing won't replace GPUs anytime soon (detailed breakdown)
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Vision LLMs for CT Scans
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algorithm for finding duplicates in the non symmetric images
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compression-aware intelligence
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Computer Vision approach to count stitches on clothing (varying color & stitch type) — Can YOLO handle this?
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SAM 3 Inference and Paper Explanation
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My home-brew computer vision project: Augmented reality target shooting game running entirely on a microprocessor.
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parsing this dataset gave me a headache but here it is, action100m (at least a tiny portion of it)
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best OCR or document AI?
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Best OCR or document AI?