Stars
A general fine-tuning kit geared toward diffusion models.
A curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval.
CLIP Itself is a Strong Fine-tuner: Achieving 85.7% and 88.0% Top-1 Accuracy with ViT-B and ViT-L on ImageNet
Hands-On Design Patterns with C++, published by Packt
LAVIS - A One-stop Library for Language-Vision Intelligence
Official code for "Tiny Object Detection in Aerial Images".
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
As part of the Explainable AI Toolkit (XAITK), XAITK-Saliency is an open source, explainable AI framework for visual saliency algorithm interfaces and implementations, built for analytics and auton…
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
Examples of how to create colorful, annotated equations in Latex using Tikz.
Code for Active Learning at The ImageNet Scale. This repository implements many popular active learning algorithms and allows training with torch's DDP.
A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.
Code and models for ICCV2021 paper "Robust Object Detection via Instance-Level Temporal Cycle Confusion".
Semi-Supervised Action Recognition with Temporal Contrastive Learning
Unofficial Pytorch code for "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" in NeurIPS'20. This repo contains reproduced checkpoints.
A basic Python library to demonstrate reading, writing, display, and simple processing of complex SAR data using the NGA SICD standard.
MONAI Label is an intelligent open source image labeling and learning tool.
A simple method to perform semi-supervised learning with limited data.
Customized scripts and files for my personal preferences and environment
The MLC-CV reading group is computer vision reading which follows a role-playing discussion & facilitation model. One of the is the hacker, who is responsible for re-implementing some small part of…
Hydra is a framework for elegantly configuring complex applications