Tag: #segmentation
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3 posts
Analyzing SOTA Segmentation and Detection Models — The Lineage of SAM, DETR, and YOLO
A walk through the SOTA lineage of object detection and image segmentation. We trace detection from two-stage R-CNN to one-stage YOLO/SSD and transformer-based DETR, cover semantic, instance, and panoptic segmentation, a
2026-06-30 · 20 min read #ai-papers#computer-vision#object-detection#segmentation#samComputer Vision Frameworks 2026 - OpenCV 4, MediaPipe, Detectron2, YOLO v11, MMDetection, SAM 2, Grounding DINO Deep Dive
The 2026 computer vision stack is no longer about "touching pixels". OpenCV 4.10 has made ONNX inference table stakes, MediaPipe Studio reduces mobile real-time pipelines to one line, YOLO v11 bundles NAS, segmentation,
2026-05-16 · 24 min read #computer-vision#opencv#mediapipe#detectron2#yoloThe Complete torchvision Guide — From Image Classification to Object Detection and Segmentation
From torchvision transforms v2 and pretrained models (ResNet to ViT) to datasets, Object Detection (Faster R-CNN, YOLO), Segmentation, and hands-on fine-tuning — master computer vision in practice with PyTorch.
2026-03-02 · 8 min read #ai-platform#pytorch#torchvision#computer-vision#cnn