EesenThe official repository of the Eesen project
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Pinto model zooA repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]
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EspressoEspresso: A Fast End-to-End Neural Speech Recognition Toolkit
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Theano Kaldi RnnTHEANO-KALDI-RNNs is a project implementing various Recurrent Neural Networks (RNNs) for RNN-HMM speech recognition. The Theano Code is coupled with the Kaldi decoder.
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Caffenet BenchmarkEvaluation of the CNN design choices performance on ImageNet-2012.
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Pottan OcrA stupid OCR for malayalam language
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Nideepcollection of utilities to use with deep learning libraries (e.g. caffe)
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Have Fun With Machine LearningAn absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
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Teacher Student TrainingThis repository stores the files used for my summer internship's work on "teacher-student learning", an experimental method for training deep neural networks using a trained teacher model.
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Machine Learning Curriculum💻 Make machines learn so that you don't have to struggle to program them; The ultimate list
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Darknet2caffeConvert Darknet model to Caffe's
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DeepoSetup and customize deep learning environment in seconds.
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My Very Deep CaffeThis is an implementation of very deep two stream CNNs for action recognition. The implementation is inspired by Wang et. al., https://github.com/yjxiong/caffe. Some improvements from Wang's implementation include reading videos from LDMB database, faster testing using LDMB interface. The aim is to work better with big dataset such as UCF101, HMDB51, Sports1M and ActivityNet easily.
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Test TubePython library to easily log experiments and parallelize hyperparameter search for neural networks
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Fabrik🏭 Collaboratively build, visualize, and design neural nets in browser
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TrFree Offline OCR 离线的中文文本检测+识别SDK
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EnetENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation
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Unreal caffeSelf Maintained Caffe. In this version Faster-RCNN, RFCN needs layer are fully supported!
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SynthesizingCode for paper "Synthesizing the preferred inputs for neurons in neural networks via deep generator networks"
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Mobilenet YoloA caffe implementation of MobileNet-YOLO detection network
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Fashion ParsingRepository of my fashion-parsing project. This project is put on hold since I am doing another project now, but will debug if bugs are reported.
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Face Mask DetectionFace Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
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CrnnCRNN(Convolutional Recurrent Neural Network), with optional STN(Spatial Transformer Network), in Tensorflow, multi-gpu supported.
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PykaldiA Python wrapper for Kaldi
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Keras Textclassification中文长文本分类、短句子分类、多标签分类、两句子相似度(Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short),字词句向量嵌入层(embeddings)和网络层(graph)构建基类,FastText,TextCNN,CharCNN,TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
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Face verification experimentOriginal Caffe Version for LightCNN-9. Highly recommend to use PyTorch Version (https://github.com/AlfredXiangWu/LightCNN)
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ConvolutionalemotionA deep convolutional neural network system for live emotion detection
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Person searchJoint Detection and Identification Feature Learning for Person Search
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Mxnet2caffeconvert model from mxnet to caffe without lossing precision
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FfdlFabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes
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Haddoc2Caffe to VHDL
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MmdnnMMdnn 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.
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Matcaffe2caffeConvert a matcaffe model (column major) to a pycaffe or c++ caffe (row major) model
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Flownet2FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
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Mtcnn CaffeJoint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks
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Text rendererGenerate text images for training deep learning ocr model
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Bottom Up AttentionBottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome
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LiteflownetLiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
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Kaldi Ioc++ Kaldi IO lib (static and dynamic).
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FeathercnnFeatherCNN is a high performance inference engine for convolutional neural networks.
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GenprotoAn online GUI tool used to visualize prototxt and generate prototxt for caffe(current version).
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Jacinto Ai DevkitTraining & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models
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Voxceleb IvectorVoxceleb1 i-vector based speaker recognition system
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