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Neural Image CaptioningImplementation of Neural Image Captioning model using Keras with Theano backend
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Multi Class Text Classification Cnn RnnClassify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
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Food Recipe Cnnfood image to recipe with deep convolutional neural networks.
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SrganPhoto-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
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Multi Class Text Classification CnnClassify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
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Eda nlpData augmentation for NLP, presented at EMNLP 2019
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Deeplearning Nlp ModelsA small, interpretable codebase containing the re-implementation of a few "deep" NLP models in PyTorch. Colab notebooks to run with GPUs. Models: word2vec, CNNs, transformer, gpt.
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DeepwayThis project is an aid to the blind. Till date there has been no technological advancement in the way the blind navigate. So I have used deep learning particularly convolutional neural networks so that they can navigate through the streets.
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Gtzan.keras[REPO] Music Genre classification on GTZAN dataset using CNNs
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Hash EmbeddingsPyTorch implementation of Hash Embeddings (NIPS 2017). Submission to the NIPS Implementation Challenge.
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Ds bowl 2018Kaggle Data Science Bowl 2018
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LibfacedetectionAn open source library for face detection in images. The face detection speed can reach 1000FPS.
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DeepfaceKeras implementation of the renowned publication "DeepFace: Closing the Gap to Human-Level Performance in Face Verification" by Taigman et al. Pre-trained weights on VGGFace2 dataset.
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EasyocrReady-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
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Object LocalizationObject localization in images using simple CNNs and Keras
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LaserembeddingsLASER multilingual sentence embeddings as a pip package
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Tf2An Open Source Deep Learning Inference Engine Based on FPGA
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Mobilenet YoloMobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥
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3d Densenet3D Dense Connected Convolutional Network (3D-DenseNet for action recognition)
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Mk TfjsPlay MK.js with TensorFlow.js
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Dna2vecdna2vec: Consistent vector representations of variable-length k-mers
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AdnetAttention-guided CNN for image denoising(Neural Networks,2020)
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Deeplearning NotesNotes for Deep Learning Specialization Courses led by Andrew Ng.
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NoisefaceNoise-Tolerant Paradigm for Training Face Recognition CNNs
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Id Card Detector💳 Detecting the National Identification Cards with Deep Learning (Faster R-CNN)
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DeepgazeComputer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.
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VpilotScripts and tools to easily communicate with DeepGTAV. In the future a self-driving agent will be implemented.
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HyperdensenetThis repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.
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Chars2vecCharacter-based word embeddings model based on RNN for handling real world texts
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Pwc Net pytorchpytorch implementation of "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume"
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SytoraA sophisticated smart symptom search engine
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Mnist ClassificationPytorch、Scikit-learn实现多种分类方法,包括逻辑回归(Logistic Regression)、多层感知机(MLP)、支持向量机(SVM)、K近邻(KNN)、CNN、RNN,极简代码适合新手小白入门,附英文实验报告(ACM模板)
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Graph2gaussGaussian node embeddings. Implementation of "Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking".
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Awesome Embedding ModelsA curated list of awesome embedding models tutorials, projects and communities.
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Diff2vecReference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
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Places365The Places365-CNNs for Scene Classification
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