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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-efficientnet-deeplabv3

pytorch-fpn

PyTorch implementations of some FPN-based semantic segmentation architectures: vanilla FPN, Panoptic FPN, PANet FPN; with ResNet and EfficientNet backbones.

pytorch-multi-class-focal-loss

An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.

pytorch-retinanet

RetinaNet in PyTorch

pytorch-sequential-helpers

Some helper PyTorch modules that allow complex networks to be expressed as Sequentials

random-text-generator

Markov-chain text generator (class project for Data Structures and Algorithms, Fall 2014)

raster-vision

An open source framework for deep learning on satellite and aerial imagery.

raster-vision-fastai-plugin

PyTorch/fastai backend plugin for Raster Vision

reddit-clone

Reddit-like forum (class project for Database Systems, Fall 2015)

remote-task-manager

CLI app that allows clients to execute programs on a remote computer. Supports multiple concurrent clients. (class project for Systems Programming, Spring 2016)

rl_high_confidence_policy_improvement

High Confidence Policy Improvement for RL (class project for Reinforcement Learning, Fall 2019)

rubik-s-cube

A Rubik's Cube in Three.js (class project for Computer Graphics, Fall 2015)

save-win-lockscreen-images

Save Windows lockscreen images for your personal use

scikit-image

Image processing in Python

sphinx-autoapi

A new approach to API documentation in Sphinx.

stac-asset

Read and download STAC Assets, using a variety of authentication schemes

steganography

A little Python script that hides files inside images

symbolic-differentiator

Python based symbolic differentiation program (class assignment for Numerical Analysis, Fall 2014)

tampermokey-lms-refresh

TamperMonkey/GreaseMonkey script to prevent the session timeout on IBA LMS portal

text-to-image

A DC-GAN for generating images from text (class project for Neural Networks, CS682, Fall 2018)

tl-experiments

Some experiments in Transfer Learning.

vision

Datasets, Transforms and Models specific to Computer Vision

wideresnet-pytorch

Wide Residual Networks (WideResNets) in PyTorch

yet-another-efficientdet-pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors