--- id: "/tags/vision/" title: "Vision" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/tags/vision/" level: null level_max: null category: null subcategory: null region: null license: null license_scope: null access: null models: null source_date: null date_added: null resource_kind: null verification_basis: null access_evidence: null domain_top: null domain_sub: null last_verified: null --- # Vision [Beginner](/levels/beginner/index.md) [Intermediate](/levels/intermediate/index.md) [Advanced](/levels/advanced/index.md) [Expert](/levels/expert/index.md) 45 resources · page 1 of 2 - ### [AI in the Sciences and Engineering](/foundations/llm-fundamentals/ai-in-the-sciences-and-engineering/index.md) 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](/foundations/llm-fundamentals/airfrans/index.md) 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](/foundations/llm-fundamentals/apebench/index.md) 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)](/foundations/llm-fundamentals/be-my-ai-be-my-eyes/index.md) 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](/foundations/llm-fundamentals/convolutional-neural-operator/index.md) 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](/foundations/llm-fundamentals/diffeqflux-jl/index.md) 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](/foundations/llm-fundamentals/dinov2/index.md) 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)](/foundations/llm-fundamentals/distill-archive/index.md) Creator not supplied; see original source. Distill: archived journal of interactive, visual machine learning research articles. Not applicable (entity) · unknown · unknown resource · en - ### [ImageNet](/evaluation/benchmarks-and-leaderboards/imagenet/index.md) 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](/foundations/llm-fundamentals/internvl-technical-repository/index.md) 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](/foundations/llm-fundamentals/mbzuai-oryx/index.md) 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](/foundations/llm-fundamentals/neuralpde-jl/index.md) 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](/foundations/llm-fundamentals/qwen3-vl-technical-repository/index.md) 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)](/foundations/llm-fundamentals/sciml-book-mit-18-337/index.md) 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](/foundations/llm-fundamentals/solver-in-the-loop/index.md) 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)](/foundations/llm-fundamentals/timm/index.md) 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](/foundations/llm-fundamentals/ultralytics-yolo/index.md) 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](/foundations/llm-fundamentals/vinai/index.md) 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](/foundations/llm-fundamentals/wga-ai-provisions-of-the-2023-mba/index.md) 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)](/foundations/llm-fundamentals/alexnet/index.md) 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)](/foundations/llm-fundamentals/nyu-deep-learning-lecun-canziani/index.md) 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](/foundations/llm-fundamentals/pde-transformer/index.md) 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)](/foundations/llm-fundamentals/physics-based-deep-learning-tum/index.md) 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](/foundations/llm-fundamentals/pointnet/index.md) 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](/foundations/llm-fundamentals/roboflow-documentation/index.md) 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](/foundations/llm-fundamentals/uva-deep-learning-tutorials/index.md) 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)](/foundations/llm-fundamentals/alexnet-2/index.md) 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](/foundations/llm-fundamentals/chronos-2/index.md) 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](/foundations/llm-fundamentals/clip/index.md) 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](/foundations/llm-fundamentals/densenet/index.md) 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](/foundations/llm-fundamentals/detr/index.md) 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](/foundations/llm-fundamentals/dinov2-2/index.md) 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 [Next page](/tags/vision/page/2/index.md) [Plain-text Markdown copy](/tags/vision/index.md)