PCMag Australia on MSN

Bambu Lab H2C

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CNX Software

Avaota F2 – Allwinner V861 RISC-V SBC targets AI cameras with PTZ and audio support

Avaota F2 is the first SBC based on an Allwinner V861 dual-core 64-bit RISC-V SoC with 128MB on-chip DDR3 memory, support for ...
Interesting Engineering on MSN

Autonomous humanoids gain safer navigation with advanced 3D perception tech

A US computer vision firm presented its role in making humanoid robots safer and ...
VentureBeat

Microsoft built Phi-4-reasoning-vision-15B to know when to think — and when thinking is a waste of time

Microsoft on Tuesday released Phi-4-reasoning-vision-15B, a compact open-weight multimodal AI model that the company says matches or exceeds the performance of systems many times its size — while ...
Nature

Radiology AI makes consistent diagnoses using 3D images from different health centres

Study design: retrospective multi-centre evaluation of clinical computed-tomography images. Analysis: comparison of the ability of Merlin and other vision–language models to classify diseases and ...
IEEE

A Precision Capacitive Rotary Encoder with Multi-Stage Offset Calibration

Abstract: This paper presents a precision capacitive rotary encoder that integrates a shared charge amplifier, and a multi-stage offset calibration scheme. Recently, capacitive encoders have gained ...
Microsoft

Phi-4-reasoning-vision and the lessons of training a multimodal reasoning model

In this post, we share the motivations, design choices, experiments, and learnings that informed its development, as well as an evaluation of the model’s performance and guidance on how to use it. Our ...
GitHub

PA-Attack: Guiding Gray-Box Attacks on LVLM Vision Encoders with Prototypes and Attention

# For LLaVA: CUDA_VISIBLE_DEVICES=0 bash bash/llava_prototype_generation.sh # For OpenFlamingo: CUDA_VISIBLE_DEVICES=0 bash bash/of_prototype_generation.sh For captioning and VQA tasks, evaluation can ...
GitHub

models/vision_encoder.py

1. Accepts a batch of RGB images (B, C, H, W) in [0, 1] float range. 2. Runs the ViT backbone. model_name: HuggingFace model identifier, e.g. "google/siglip-base-patch16-224". freeze: If True, all ...