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Official code for the ICML 2024 paper "The Entropy Enigma: Success and Failure of Entropy Minimization"
Teaching material for the course "Deep Learning for Music Analysis and Generation" I taught at National Taiwan University (2023 Fall)
Tools, examples, and resources to assist in the development of Gen-AI (Generative Artificial Intelligence) applications in Hebrew, with a particular emphasis on working with Large Language Models (…
Official PyTorch Implementation of "The Hidden Attention of Mamba Models"
⛹️ Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial
Hiera: A fast, powerful, and simple hierarchical vision transformer.
Source code for Twitter's Recommendation Algorithm
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.
Geometric Computer Vision Library for Spatial AI
This project offers data processing of a global transport network, which focuses on source ships that transport containers between ports around the globe.
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Curated list of project-based tutorials
An opinionated list of awesome Python frameworks, libraries, software and resources.
Open source code for AlphaFold.
State-of-the-art 2D and 3D Face Analysis Project
Lists the papers related to imbalance problems in object detection [TPAMI]
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
Learning to Estimate Hidden Motions with Global Motion Aggregation (ICCV 2021)
An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
(ICCV 2019) Uncertainty-aware Face Representation and Recognition
A deep learning library for video understanding research.
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
Train a state-of-the-art yolov3 object detector from scratch!