Jeff Faudi's repositories
globox
A package to read and convert object detection datasets (COCO, YOLO, PascalVOC, LabelMe, CVAT, OpenImage, ...) and evaluate them with COCO and PascalVOC metrics.
playground-metrics
A complete library of metrics for deep learning algorithms
deeplearning.earth
Blog for DL4EO.COM website
hugo-coder
A minimalist blog theme for hugo.
playground-plums
PLaygroundML Unified Microlib Set: The Playground ML python toolbox package
mmrotate
OpenMMLab Rotated Object Detection Toolbox and Benchmark
GeoChat
GeoChat, the first grounded Large Vision Language Model for Remote Sensing
multimodal-maestro
Effective prompting for Large Multimodal Models like GPT-4 Vision or LLaVA. 🔥
open_clip
An open source implementation of CLIP.
segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
Land-Cover-Semantic-Segmentation-PyTorch
🛣 Building an end-to-end Promptable Semantic Segmentation (Computer Vision) project from training to inferencing a model on LandCover.ai data (Satellite Imagery).
eodal_notebooks
Sample Jupyter notebooks for EOdal
Stable-Diffusion-Latent-Space-Explorer
Codebase for performing various experiments with Stable Diffusion, supported by the diffusers library.
segment-anything-eo
Earth observation tools for Meta AI Segment Anything
satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
ControlNet
Let us control diffusion models!
sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
stable-diffusion-webui
Stable Diffusion web UI
helpers
A few helper classes for Python projects
playground-python-client
Jupyter Notebooks examples of Playground API scripts
uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022
micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
icevision
An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
SuperYOLO
SuperYOLO
pytorch-image-classification
Simple image classification for custom dataset (pytorch-lightning, timm)