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 ♪ Listenable
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 ♪ Listenable
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