This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119

Codebase for "A Foundation Model for Cell Segmentation"

Channel Vision Transformers: An Image Is Worth C x 16 x 16 Words

Cell tracking and segmentation software

Vision Transformer explanation and implementation with PyTorch

AI suite powered by state-of-the-art models and providing advanced AI/AGI functions. It features AI personas, AGI functions, multi-model chats, text-to-image, voice, response streaming, code highli…

(NeurIPS 2022 CellSeg Challenge - 1st Winner) Open source code for "MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy"

A unified framework for machine learning with time series

A modern Python package and dependency manager supporting the latest PEP standards

Library to make any existing neural network architecture equivariant

Merge StarDist Masks - additional postprocessing for StarDist

The official repo for the paper "VeCLIP: Improving CLIP Training via Visual-enriched Captions"

Particle tracking by solving linear assignment problem.

PyTorch code and models for V-JEPA self-supervised learning from video.

Deep Zoom Plate Viewer for microscopy images

Free to use online tool for labelling photos. https://makesense.ai

A python library for user-friendly forecasting and anomaly detection on time series.

Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.

Tracking particles in Napari, using the LapTrack library

python library for particles tracking in 2D+t and 3D+t scientific images

Workshop materials for "I2K 2022: From Images to Knowledge" conference

StarDist - Object Detection with Star-convex Shapes

A Grammar of Graphics for Python

Essential Guide to keep up with AI/ML/DL/CV

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…