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2016

GitHub Pages for Automating GIS-processes

50_layer_resnet

50 Layer Resnet to predict the regression values of Tetrahymena pyriformis IGC50 from 2d molecular images only

aibook

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awr1642-read-data-python-mmwave-sdk-2

Python program to read and plot the data in real time from the AWR1642 and IWR1642 mmWave radar boards (Texas Instruments).

cogviewer

Simple Cloud Optimized GeoTIFF viewer.

contract_classification

deep-q-learning-paper-to-code

deep-rl-class

This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.

deepinsight

A methodology to transform a non-image data to an image for convolution neural network architecture

deepspeed-mii

MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.

dji-aerial-georeferencing

Detect objects in drone videos and plot them on a map

height-map-vis

Program to calculate line-of-sight visibility given height map data.

lora

A cookbook "How to setup point-to-point and star network with LoRa and Raspberry Pi 4B and Raspberry Pi Zero"

mask_rcnn

Matterport's Mask R-CNN library (Added Ship Detection sample) for object detection and instance segmentation on Keras and TensorFlow

mate

MATE: the Multi-Agent Tracking Environment.

mav_rp2040

Micropython MAVLink for the RP2040

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

mmwave-radar-signal-processing-and-microdoppler-classification

Codes and template data for paper "Experiments with mmWave Automotive Radar Test-bed"

neuralrecon-w

Code for "Neural 3D Reconstruction in the Wild", SIGGRAPH 2022 (Conference Proceedings)

neutral-ad

Code of the paper 'Neural Transformation Learning for Anomaly Detection' published in ICML 2021

patchcore-inspection

python-fmcw

Tutorials on frequency modulated continuous wave (FMCW) and Chirp Sequence Modulation RADAR algorithms.

pythonrobotics

Python sample codes for robotics algorithms.

rtklib-py

Python implementation of RTKLIB. Based on demo5 version. Currently only supports PPK solutions

satellite-super-resolution

satellite super resolution

segmenter

[ICCV2021] Official PyTorch implementation of Segmenter: Transformer for Semantic Segmentation

stock-trading-environment

A custom OpenAI gym environment for simulating stock trades on historical price data.

streamlit-geospatial

A multi-page streamlit app for geospatial