Tag: #detr
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 2 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#samThe 2026 Vision Model Development & Fine-Tuning Guide — CNN, ViT, DETR, SAM 2, VLMs and a Real Decision Tree
Vision model development in 2026 is no longer 'grab a ResNet and call it a day.' Between CNNs, ViTs, DETR variants, SAM 2, and VLMs like LLaVA, Qwen-VL, Gemini Vision, and Claude Vision, your choice for the same photo ca
2026-05-14 · 20 min read #computer-vision#vision-model#cnn#vit#detr