Tag: #sam
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 6 posts
6 posts are tagged #sam; the most recent was published on 2026-06-30.
Often tagged together: #computer-vision 5 #vlm 3 #yolo 3 #ai-papers 2 #cnn 2
Most read in the last 90 days:
- Vision-Language Models (VLMs) 2026 Deep Dive — CLIP, LLaVA, InternVL3, Qwen2.5-VL, GPT-4o, Gemini 2.5, Claude 4.7, DINOv2, SAM 2, and Florence-2
- Mastering the Segment Anything Model: Paper Analysis and Practical Guide from SAM 1 to SAM 2 to SAM 3
- Computer Vision Frameworks 2026 - OpenCV 4, MediaPipe, Detectron2, YOLO v11, MMDetection, SAM 2, Grounding DINO Deep Dive
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#samVision-Language Models (VLMs) 2026 Deep Dive — CLIP, LLaVA, InternVL3, Qwen2.5-VL, GPT-4o, Gemini 2.5, Claude 4.7, DINOv2, SAM 2, and Florence-2
Everything you need to know about Vision-Language Models in May 2026 in one place. CLIP family (SigLIP, EVA-CLIP), open VLMs (LLaVA-NeXT, InternVL3, Qwen2.5-VL, Pixtral, Molmo, Idefics3, MiniCPM-V), closed frontier (GPT-
2026-05-16 · 19 min read #vision-language-models#vlm#clip#llava#internvlComputer 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 2026 Vision Model Development & Fine-Tuning Guide — CNN, ViT, DETR, SAM 2, VLMs and a Real Decision Tree ♪ Listenable
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#detrComputer Vision Complete Guide: CNN, ViT, YOLO, and Stable Diffusion
A comprehensive guide to computer vision covering CNN architectures (ResNet, EfficientNet), YOLO object detection, SAM segmentation, Vision Transformers (ViT, DINOv2), Stable Diffusion generative models, and production d
2026-03-17 · 14 min read #computer-vision#cnn#yolo#vit#stable-diffusionMastering the Segment Anything Model: Paper Analysis and Practical Guide from SAM 1 to SAM 2 to SAM 3 ♪ Listenable
A comprehensive deep dive into Meta AI's Segment Anything Model (SAM) series. Covering SAM 1 (image promptable segmentation), SAM 2 (real-time video segmentation), and SAM 3 (concept-aware segmentation) — including archi
2026-03-01 · 21 min read #sam#segment-anything#computer-vision#image-segmentation#video-segmentation