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dl-visuals

Over 200 figures and diagrams of the most popular deep learning architectures and layers FREE TO USE in your blog posts, slides, presentations, or papers.

efficient-segmentation-networks

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)

efficientdet.pytorch

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

framler

[DEPRECATED] AutoCrawler - automate extracting main information from website

free-programming-books

:books: Freely available programming books

gan-tutorial

Very Simple Implementation of many GAN models with PyTorch.

ganhacks

starter from "How to Train a GAN?" at NIPS2016

gans-awesome-applications

Curated list of awesome GAN applications and demo

gantts

PyTorch implementation of GAN-based text-to-speech synthesis and voice conversion (VC)

gaussian_mixture_models

This is the code for "Gaussian Mixture Models - The Math of Intelligence (Week 7)" By Siraj Raval on Youtube

home-credit-default-risk

2nd Place Solution 💰🥈

human-detect

imageai

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

insightface

Face Analysis Project on MXNet

instcolorization

interactive-deep-colorization

Deep learning software for colorizing black and white images with a few clicks.

kafka-in-production

:books: Tech blogs & talks by companies that run Kafka in production

keras-adversarial

Keras Generative Adversarial Networks

keras-gan

Keras implementations of Generative Adversarial Networks.

keras-openface

Keras-OpenFace is a project converting OpenFace from Torch implementation to a Keras version

learning-to-see-in-the-dark

Learning to See in the Dark. CVPR 2018

main-project

mirnet-tflite-trt

TensorFlow Lite models for MIRNet for low-light image enhancement.

mmp_track1_iccv21

Tracking code for the winner of track 1 in the MMP-Tracking Challenge at ICCV 2021 Workshop.

models

Models and examples built with TensorFlow

natural-language-processing

Resources for "Natural Language Processing" Coursera course.

netron

Visualizer for neural network, deep learning and machine learning models

nlp-tutorial

Tutorial: Natural Language Processing in Python

nlp-tutorial-1

Natural Language Processing Tutorial for Deep Learning Researchers

nlpaug

Data augmentation for NLP