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benjamesbabala's Projects

deep-crf icon deep-crf

A implementation of Conditional Random Fields (CRFs) with Deep Learning Method

deep-ctr icon deep-ctr

An attempt of training DNN models to predict ad click-through rate, implemented with Theano.

deep-hough-transform icon deep-hough-transform

Jittor and Pytorch code for paper "Deep Hough Transform for Semantic Line Detection" (ECCV 2020, PAMI 2021)

deep-koalarization icon deep-koalarization

Grayscale Image Colorization using deep CNN and Inception-ResNet-v2 (DD2424 Deep Learning in Science course at KTH 2017)

deep-leafsnap icon deep-leafsnap

LeafSnap replicated using deep neural networks to test accuracy compared to traditional computer vision methods.

deep-learning-2 icon deep-learning-2

This repository contains Deep Learning examples using Tensorflow. This repository will be useful for Deep Learning starters who find difficulty in understanding the example codes.

deep-learning-book icon deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

deep-learning-book-1 icon deep-learning-book-1

Deep Learning book the covers the principles of deep learning, motivation, explanations, state of the art papers for the various tasks and architectures: CNNs, object detection, semantic segmentation, generative models, denoising, super resolution, style transfer and style manipulation, inpaintig, self supervised learning, vision transformers, OCR, and multi modal. Hope that it will be useful to some of you 🙂

deep-learning-demo icon deep-learning-demo

记录小润学习的深度学习例子,首先是 TensorFlow 和 Keras 框架,之后再补充 Theano/Torch

deep-learning-drizzle icon deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

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