200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.
Repository Index
69,259 visible repositories in the index
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Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER
Summaries of machine learning papers
- machine-learning
- deep-learning
- paper
- summary
A collection of awesome resources in Human Pose estimation.
- human-pose-estimation
- deep-learning
- deep-learning-papers
- computer-vision
A collaborative book on algorithms
A curated list of community detection research papers with implementations.
- graph-clustering
- network-clustering
- clustering
- dimensionality-reduction
:books: The list of vision-based SLAM / Visual Odometry open source, blogs, and papers
- slam
- ros
- computervision
- reconstruction
Code examples for “Interactive Data Visualization for the Web”
🕶️ A curated list of resources around the topic: visual regression testing
Computer Vision Basics in Microsoft Excel (using just formulas)
Curated List of Self-Driving Cars and Autonomous Vehicles Resources
- autonomous-vehicles
- deep-learning
- computer-vision
- autonomous-cars
Resources of Neural Rendering
- awesome-list
- neural-rendering
- computer-vision
- computer-graphics
Actively curated list of awesome BI tools. PRs welcome!
An open-source academic paper management tool.
- academic-paper
- management
- computer-science
- computer-vision
collection of projects and links about algorithm visualization
A curated list of awesome ggplot2 tutorials, packages etc.
- ggplot2
- ggplot2-themes
- data-visualization
- geoms
A selection of state-of-the-art research materials on trajectory prediction
- trajectory-prediction
- trajectory-generation
- social-interactions
- behavior-prediction
3,516 curated Figure 1 / teasers from ICLR, ICML, NeurIPS, CVPR, ACL, AAAI (2023-2026), with tier badges and FigureForge retrieval-augmented figure drafting
- aaai
- acl
- awesome-list
- cvpr
Layout algorithms for visualizing directed acyclic graphs
- d3
- graph
- typescript
- dag
A collection of computer vision pre-trained models.
Collection of awesome resources on image-to-image translation.
- image-translation
- awesome-list
- image-generation
- computer-vision
A curated list of amazingly awesome dashboards/visualization resources.
- awesome
- awesome-list
- dashboard
Recent Advances in Vision and Language PreTrained Models (VL-PTMs)
- vision-and-language
- pretraining
- multimodal-deep-learning
- bert
Fun real-world computer vision demos!