Vision

45 resources · page 1 of 2

• AI in the Sciences and Engineering

  Creator not supplied; see original source.

  ETH CAMLab AI_Science_Engineering GitHub repo: course materials for AI in the Sciences and Engineering.

  Not applicable (entity) · unknown · unknown resource · en

• AirfRANS

  Creator not supplied; see original source.

  AirfRANS GitHub repo: dataset and scripts for ML surrogates of RANS airfoil flow simulations.

  Not applicable (entity) · unknown · unknown resource · en

• APEBench

  Creator not supplied; see original source.

  TUM APEBench GitHub repo (NeurIPS 2024): benchmark suite for autoregressive neural PDE emulators.

  Not applicable (entity) · unknown · unknown resource · en

• Introducing: Be My AI (Be My Eyes)

  Creator not supplied; see original source.

  Be My Eyes announcement of Be My AI, a GPT-4-based visual assistant that describes images for blind and low-vision users.

  Not applicable (entity) · unknown · unknown resource · en

• Convolutional Neural Operator

  Creator not supplied; see original source.

  ETH CAMLab Convolutional Neural Operator GitHub repo: official implementation for learning PDE solution operators.

  Not applicable (entity) · unknown · unknown resource · en

• DiffEqFlux.jl

  Creator not supplied; see original source.

  SciML DiffEqFlux.jl GitHub repo: neural differential equation layers in Julia.

  Not applicable (entity) · unknown · unknown resource · en

• facebookresearch/dinov2

  Creator not supplied; see original source.

  Meta DINOv2 GitHub repo: PyTorch code and models for self-supervised visual features.

  Not applicable (entity) · unknown · unknown resource · en

• Distill (archive)

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  Distill: archived journal of interactive, visual machine learning research articles.

  Not applicable (entity) · unknown · unknown resource · en

• ImageNet

  Creator not supplied; see original source.

  ImageNet site: the large-scale image classification dataset behind the ImageNet challenge, with download access.

  Not applicable (entity) · unknown · unknown resource · en

• InternVL

  Creator not supplied; see original source.

  OpenGVLab InternVL GitHub repo: open-source multimodal model family with code and weights.

  Not applicable (entity) · unknown · unknown resource · zh

• MBZUAI ORYX

  Creator not supplied; see original source.

  MBZUAI ORYX GitHub organisation: code for vision-language models and multimodal evaluation.

  Not applicable (entity) · unknown · unknown resource · en

• NeuralPDE.jl

  Creator not supplied; see original source.

  SciML NeuralPDE.jl GitHub repo: physics-informed neural network solvers for PDEs in Julia.

  Not applicable (entity) · unknown · unknown resource · en

• Qwen3-VL

  Creator not supplied; see original source.

  QwenLM Qwen3-VL GitHub repo: multimodal large language model series with usage code.

  Not applicable (entity) · unknown · unknown resource · zh

• SciML Book (MIT 18.337)

  Creator not supplied; see original source.

  SciML Book: lecture notes from MIT 18.337 on parallel computing and scientific machine learning.

  Not applicable (entity) · unknown · unknown resource · en

• Solver-in-the-Loop

  Creator not supplied; see original source.

  TUM Solver-in-the-Loop GitHub repo: learning from differentiable physics to correct iterative PDE solvers.

  Not applicable (entity) · unknown · unknown resource · en

• pytorch-image-models (timm)

  Creator not supplied; see original source.

  Hugging Face timm GitHub repo: PyTorch image models, encoders and training scripts.

  Not applicable (entity) · unknown · unknown resource · en

• Ultralytics YOLO

  Creator not supplied; see original source.

  Ultralytics GitHub repo: YOLO models for object detection, segmentation and pose estimation.

  Not applicable (entity) · unknown · unknown resource · en

• VinAI

  Creator not supplied; see original source.

  VinAI site: Vietnamese company doing AI research and building applied AI products.

  Not applicable (entity) · unknown · unknown resource · en

• WGA: AI provisions of the 2023 MBA

  Creator not supplied; see original source.

  WGA page on artificial intelligence provisions in the 2023 Minimum Basic Agreement.

  Not applicable (entity) · unknown · unknown resource · en

• ImageNet Classification with Deep Convolutional Neural Networks (NeurIPS Proceedings)

  Creator not supplied; see original source.

  AlexNet paper (NIPS 2012) by Krizhevsky, Sutskever and Hinton: deep convolutional network for ImageNet classification.

  Intermediate · unknown · unknown resource · en

• NYU Deep Learning (LeCun/Canziani)

  Creator not supplied; see original source.

  NYU Deep Learning course (Spring 2021) by Yann LeCun and Alfredo Canziani, with lectures, labs and notebooks.

  Intermediate · unknown · unknown resource · en

• PDE-Transformer

  Creator not supplied; see original source.

  PDE-Transformer project page: transformer architecture for learning partial differential equations from data.

  Intermediate · unknown · unknown resource · und

• Physics-based Deep Learning (TUM)

  Creator not supplied; see original source.

  Physics-based Deep Learning book from TUM: hands-on guide to combining physical simulation with deep learning.

  Intermediate · unknown · unknown resource · en

• PointNet

  Creator not supplied; see original source.

  PointNet project page: deep network architecture that consumes raw point clouds for 3D classification and segmentation.

  Intermediate · unknown · unknown resource · und

• Roboflow documentation

  Creator not supplied; see original source.

  Roboflow documentation for building computer-vision datasets, training models and deploying them.

  Intermediate · unknown · unknown resource · en

• UvA Deep Learning tutorials

  Creator not supplied; see original source.

  University of Amsterdam deep learning tutorial notebooks in PyTorch and JAX/Flax, covering core architectures.

  Intermediate · unknown · unknown resource · en

• ImageNet Classification with Deep Convolutional Neural Networks (AlexNet)

  Creator not supplied; see original source.

  NeurIPS paper (PDF, 2012) AlexNet: ImageNet classification with deep convolutional neural networks.

  Advanced–Expert · unknown · unknown resource · und

• Chronos: Learning the Language of Time Series

  Creator not supplied; see original source.

  arXiv paper (2024) introducing Chronos, pretrained time-series forecasting models using language-model tokenization.

  Advanced–Expert · unknown · unknown resource · en

• CLIP

  Creator not supplied; see original source.

  arXiv paper (2021) introducing CLIP, contrastive language-image pretraining for transferable visual models.

  Advanced · unknown · unknown resource · en

• DenseNet

  Creator not supplied; see original source.

  arXiv paper (2016) "Densely Connected Convolutional Networks", introducing DenseNet, where each layer receives feature maps from all earlier layers.

  Advanced–Expert · unknown · unknown resource · en

• DETR

  Creator not supplied; see original source.

  arXiv HTML version of the DETR paper (2020) on end-to-end object detection with transformers.

  Advanced–Expert · unknown · unknown resource · en

• DINOv2: Learning Robust Visual Features without Supervision

  Creator not supplied; see original source.

  arXiv HTML version of the DINOv2 paper (2023) on self-supervised visual features.

  Advanced–Expert · unknown · unknown resource · en

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