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image-segmentation-loss-functions

some loss functions of image segmentation

image-similarity

Efficient utility of image similarity using deep neural network and deep learning.

image-similarity-deep-ranking

image-super-resolution

Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

info8010-deep-learning

Lectures for INFO8010 - Deep Learning, ULiège

jejunet

Real-Time Video Segmentation on Mobile Devices with DeepLab V3+, MobileNet V2. Worked on the project in 🏝 Jeju island

kangaroo

A dataset of 183 images and annotations for kangaroo detection.

keras

Deep Learning for humans

keras-attention-mechanism

Attention mechanism Implementation for Keras.

keras-autoencoders

Autoencoders in Keras

keras-squeeze-excite-network

Implementation of Squeeze and Excitation Networks in Keras

keras-tcn

Keras Temporal Convolutional Network.

keras-unet-collection

The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

kernelgan

kesacnn

A domain Knowledge-enriched Self-Attention Convolutional Neural Network (KeSACNN) approach for PPI article classification.

lightnet

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

machine-learning-yearning-korean-translation

Korean translation of machine learning yearning book by Andrew Ng.

mapping_architecture_urbanism_humanities

Tutorials: Mapping for Architecture, Urbanism, and the Humanities

marl_les

Repository for data and scripts of "Automating Turbulence Modeling by Multi-Agent Reinforcement Learning"

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

maskrcnn-keypoint-demo

Mask RCNN for the human pose estimation

master-thesis-bayesiancnn

Master Thesis on Bayesian Convolutional Neural Network using Variational Inference

membership

memo

metnet_pytorch

A MetNet implementation in Pytorch and fastai

minecraft-clone

Minecraft clone using Python Ursina game engine!

ml-flashcards

Extracting data from Twitter for #machinelearningflashcards :robot:

ml-flashcards-python

Python script to pull machine learning flashcards from Chris Albon's twitter feed

mmdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.