All Projects → gsurma → deep_dream

gsurma / deep_dream

Licence: MIT license
DeepDream psychodelic image generator.

Programming Languages

python
139335 projects - #7 most used programming language

Projects that are alternatives of or similar to deep dream

neural-dream
PyTorch implementation of DeepDream algorithm
Stars: ✭ 110 (+182.05%)
Mutual labels:  inception, deep-dream
Zhihu
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
Stars: ✭ 3,307 (+8379.49%)
Mutual labels:  style-transfer, tensorflow-examples
gans-2.0
Generative Adversarial Networks in TensorFlow 2.0
Stars: ✭ 76 (+94.87%)
Mutual labels:  style-transfer, tensorflow-examples
iOS-CoreML-Inceptionv3
Real-time Object Recognition using Apple's CoreML 2.0 and Vision API -
Stars: ✭ 46 (+17.95%)
Mutual labels:  inception
favorite-research-papers
Listing my favorite research papers 📝 from different fields as I read them.
Stars: ✭ 12 (-69.23%)
Mutual labels:  style-transfer
Image recoloring
Image Recoloring Based on Object Color Distributions (Eurographics 2019)
Stars: ✭ 30 (-23.08%)
Mutual labels:  style-transfer
zero-shot-style-transfer
TensorFlow Implementation of Several Zero-Shot Image Style Transfer Methods
Stars: ✭ 14 (-64.1%)
Mutual labels:  style-transfer
Keras-Style-Transfer
An implementation of "A Neural Algorithm of Artistic Style" in Keras
Stars: ✭ 36 (-7.69%)
Mutual labels:  style-transfer
inception2
一个集审核、执行、备份及生成回滚语句于一身的MySQL自动化运维工具(inception) 的增强版本
Stars: ✭ 20 (-48.72%)
Mutual labels:  inception
linguistic-style-transfer-pytorch
Implementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch
Stars: ✭ 55 (+41.03%)
Mutual labels:  style-transfer
STYLER
Official repository of STYLER: Style Factor Modeling with Rapidity and Robustness via Speech Decomposition for Expressive and Controllable Neural Text to Speech, INTERSPEECH 2021
Stars: ✭ 105 (+169.23%)
Mutual labels:  style-transfer
S4TF-Tutorials
Repository for reviews and evaluations of converted Swift Notebooks as part of GSoC '19 program
Stars: ✭ 42 (+7.69%)
Mutual labels:  tensorflow-examples
terf
Go library for reading/writing TensorFlow TFRecords file format
Stars: ✭ 19 (-51.28%)
Mutual labels:  tensorflow-examples
EmotionRecTraining
Python script using Keras + TensorFlow to train a custom machine learning model to recognize faces using a dataset with human faces and labeled with emotions.
Stars: ✭ 30 (-23.08%)
Mutual labels:  tensorflow-examples
TensorFlow Lite SSD RPi 64-bits
TensorFlow Lite SSD on bare Raspberry Pi 4 with 64-bit OS at 24 FPS
Stars: ✭ 25 (-35.9%)
Mutual labels:  tensorflow-examples
Awesome-Tensorflow2
基于Tensorflow2开发的优秀扩展包及项目
Stars: ✭ 45 (+15.38%)
Mutual labels:  tensorflow-examples
TensorFlow-Powered Robot Vision
No description or website provided.
Stars: ✭ 34 (-12.82%)
Mutual labels:  inception
lewis
Official code for LEWIS, from: "LEWIS: Levenshtein Editing for Unsupervised Text Style Transfer", ACL-IJCNLP 2021 Findings by Machel Reid and Victor Zhong
Stars: ✭ 22 (-43.59%)
Mutual labels:  style-transfer
Wasserstein2GenerativeNetworks
PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)
Stars: ✭ 38 (-2.56%)
Mutual labels:  style-transfer
VisualML
Interactive Visual Machine Learning Demos.
Stars: ✭ 104 (+166.67%)
Mutual labels:  style-transfer

Deep Dream

Minimal Python/TensorFlow implementation of the DeepDream algorithm originally created by Alexander Mordvintsev.

Daily dose of deep dreams on instagram.

Usage

To use on the predefined .jpg image:

python3 deep_dream.py <path_to_the_image>

or

python3 deep_dream.py

to perform on the random image.

How does it work?

We are using Inception5h model which was designed to classify images.

During the classification process we are providing input images and using gradient descent to adapt weights to the images through filters.

DeepDream algorithm does the opposite. It adapts the input images to match the network weights with gradient ascent which results in visualizing network filters on the input images giving them psychodelic look.

Results

Author

Greg (Grzegorz) Surma

PORTFOLIO

GITHUB

BLOG

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].