Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.
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Nov 27, 2023 - Python
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deep-learning-algorithms
Deep learning is an AI function and a subset of machine learning, used for processing large amounts of complex data. Deep learning can automatically create algorithms based on data patterns.
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Deep learning software for colorizing black and white images with a few clicks.
caffe computer-vision deep-learning interactive deep-learning-algorithms colorization automatic-colorization
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Jul 29, 2022 - Python
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
nlp sparsity tensorflow keras pytorch deep-learning-algorithms image-classification deep-learning-library pruning object-detection transfer-learning automl computer-vision-algorithms onnx deep-learning-models sparsification pruning-algorithms smaller-models sparsification-recipes
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Jun 2, 2025 - Python
The deeplearning algorithms implemented by tensorflow
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Feb 27, 2019 - Jupyter Notebook
PyTorch tutorials, examples and some books I found 【不定期更新】整理的PyTorch 最新版教程、例子和书籍
python machine-learning slide library deep-learning neural-network numpy python3 pytorch deep-learning-algorithms deeplearning deep-learning-tutorial pytorch-tutorials learning-pytorch pytorch-ppt
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Nov 23, 2020 - Jupyter Notebook
A general list of resources to image text localization and recognition 场景文本位置感知与识别的论文资源与实现合集 シーンテキストの位置認識と識別のための論文リソースの要約
machine-learning awesome ocr deep-learning text-extraction text-recognition deep-learning-algorithms convolutional-neural-networks text-detection scene-texts
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Sep 17, 2023
visualization search-engine flask aws data-science machine-learning statistics sql mongodb cnn python3 deep-learning-algorithms data-analysis tutorial-code prefect sklearn-library pandas-python mlops mlflow streamlit
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Jun 4, 2025 - Jupyter Notebook
PyTorch implementation of Deformable Convolution
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Jul 21, 2021 - Python
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
reinforcement-learning monte-carlo deep-reinforcement-learning openai-gym q-learning deep-learning-algorithms policy-gradient sarsa deep-q-network markov-decision-processes asynchronous-advantage-actor-critic double-dqn trpo dueling-dqn deep-deterministic-policy-gradient ppo deep-recurrent-q-network drqn hindsight-experience-replay policy-gradients
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Oct 7, 2020 - Jupyter Notebook
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
deep-neural-networks timeseries deep-learning keras lstm deep-learning-algorithms keras-models keras-neural-networks lstm-neural-networks prediction-model keras-tensorflow predictive-maintenance
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Feb 12, 2024 - Python
deeplearning.ai , By Andrew Ng, All video link
deep-neural-networks deep-learning coursera artificial-intelligence deep-learning-algorithms artificial-neural-networks deeplearning convolutional-neural-networks deep-learning-tutorial andrew-ng andrew-ng-course
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Mar 12, 2018
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
deep-neural-networks reinforcement-learning deep-learning curl gpu deep-reinforcement-learning deep-learning-algorithms reinforcement-learning-algorithms deeplearning deep-q-network sac deep-q-learning reinforcement-agents deep-rl deeplearning-ai contrastive-loss off-policy contrastive-predictive-coding model-free-rl contrastive-learning
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Oct 28, 2020 - Python
real-time fire detection in video imagery using a convolutional neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon) + ICMLA 2019 paper (Samarth / Bhowmik / Breckon)
machine-learning deep-neural-networks computer-vision deep-learning tensorflow deep-learning-algorithms convolutional-networks convolutional-neural-networks object-detection network-architecture superpixels tensorflow-examples cnn-architecture fire-detector cnn-for-visual-recognition robot-vision fire-detection inceptionv1-onfire superpixel-segment firenet
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Jul 22, 2021 - Python
Machine Learning notebooks for refreshing concepts.
python machine-learning natural-language-processing reinforcement-learning deep-learning machine-learning-algorithms neural-networks deep-learning-algorithms dimensionality-reduction python-machine-learning data-processing regression-models deep-learning-tutorial data-science-notebook model-evaluation classification-trees clustering-methods machine-learning-tutorials
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Aug 24, 2021 - Jupyter Notebook
Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]
reinforcement-learning deep-learning deep-reinforcement-learning pytorch openai deep-learning-algorithms self-driving-car autonomous-driving self-driving ddqn self-driving-cars proximal-policy-optimization ppo carla-simulator carla-driving-simulator self-driving-car-simulation carla-environment
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Feb 6, 2024 - Python
RAD: Reinforcement Learning with Augmented Data
deep-neural-networks reinforcement-learning deep-learning deep-reinforcement-learning rad deep-learning-algorithms rl codebase deep-q-network sac deep-q-learning ppo deeplearning-ai model-free off-policy dm-control data- soft-actor-critic data-augmentations mujoc
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Mar 29, 2021 - Jupyter Notebook
Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes
nlp computer-vision deep-learning-algorithms yolo resnet pruning transfer-learning pretrained-models quantization mobilenet deep-learning-models object-detection-model sparsification-recipe smaller-models sparse-quantized-models models-optimized
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Jun 2, 2025 - Python
Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras
computer-vision tensorflow keras neural-networks deep-learning-algorithms image-classification convolutional-neural-networks cnns convnets
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Oct 5, 2022 - Jupyter Notebook
A curated list of all machine learning algorithms and deep learning algorithms grouped by category.
python machine-learning tutorial deep-learning neural-network machine-learning-algorithms regression deep-learning-algorithms classification implementation trees deep-learning-tutorial implementation-of-algorithms
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Feb 26, 2022 - Python
【不定期更新】收集整理的一些网站中(如知乎、Quora、Reddit、Stack Exchange等)与深度学习、机器学习、强化学习、数据科学相关的有价值的问题
answers website machine-learning collection deep-learning machine-learning-algorithms stackoverflow interview questions zhihu quora collections deep-learning-algorithms question-answering faq machinelearning deeplearning questions-and-answers stackexchange deep-learning-tutorial
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Jun 4, 2019
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