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Lab Materials for MIT 6.S191: Introduction to Deep Learning
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
Master programming by recreating your favorite technologies from scratch.
Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI
A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like YOLO11, RT-DETR, SAM …
Fully Convolutional Instance-aware Semantic Segmentation
A curated list of peer-reviewed papers on theoretical and practical aspects of drivers' attention used for paper "Attention for Vision-Based Assistive and Automated Driving: A Review of Algorithms …
Eye tracking and emotion recognition for video adds
ADVISE model for the Automatic Understanding of Visual Advertisements challenge. Please refer to our ECCV paper "ADVISE: Symbolism and External Knowledge for Decoding Advertisements".
Code and hyperparameters for the paper "Generative Adversarial Networks"
A LyX PhD thesis template for Cambridge University Engineering Department
Open-source and strong foundation image recognition models.
Object detection, 3D detection, and pose estimation using center point detection:
Tools to Design or Visualize Architecture of Neural Network
Diagrams for visualizing neural network architecture
Latex code for making neural networks diagrams
Visualizer for neural network, deep learning and machine learning models
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)
Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
Premium toolkit for writers: limitless paraphrasing, seven modes for tone and clarity, four synonym intensities, 6,000‑word summaries, 15‑sentence batch edits, and unlimited protected words. Join 1…
Reference implementations of popular deep learning models.
YOLOv8 inference using Ultralytics API
TFRecord Viewer for browsing contents of TFRecords with object detection/classification annotations.
Jupyter notebook showing how to build an image classifier with Python and Tensorflow