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addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

awesome-low-light-image-enhancement

This is a resouce list for low light image enhancement

awesome-radar-perception

A curated list of radar datasets, detection, tracking and fusion

awesome-sar

A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.

cdlab

Yet another repository for developing and benchmarking deep learning-based change detection methods.

chatgpt-prompt-engineering

Jupyter code notebooks of "ChatGPT Prompt Engineering for Developers" by DeepLearning.AI and OpenAI.

datahacker

code for dataHacker blog

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

jepa-pytorch

Implementation of JEPA, Yann LeCun's vision of how AGI would be built, in Pytorch

latex_paper_writing_tips

Tips for Writing a Research Paper using LaTeX

machinevision-toolbox-matlab

Machine Vision Toolbox for MATLAB

matlab_sar

A basic MATLAB library to demonstrate reading, writing, display, and simple processing of complex SAR data using the NGA SICD standard.

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

netron

Visualizer for neural network, deep learning, and machine learning models

nougat

Implementation of Nougat Neural Optical Understanding for Academic Documents

pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

remote-sensing-chatgpt

ritsar

Synthetic Aperture Radar (SAR) Image Processing Toolbox for Python

robotics-toolbox-python

Robotics Toolbox for Python

segment-geospatial

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

six-library

Sensor Independent XML Library

smads_siamunet

Model code for my dual-sensor change detection paper

software

Introduction to Synthetic Aperture Radar Using Python and MATLAB

ssqueezepy

Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python

thgsp

A PyTorch-based package built for graph signal processing(especially critical-sampling graph wavelet analysis).

torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

torchnn

Learn PyTorch for Deep Learning