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Top 702 cnn open source projects

Regional-Convolution Neural Network for blink detection based on contouring.

✭ 66

python computer-vision deep-learning tensorflow numpy detection cv cnn blink closing convolutional-neural-networks contours erosion dilation rcnn opening rcnn-light

Using Tensorflow to train a model to detect miswritten Chinese characters.

✭ 12

python shell deep-learning tensorflow cnn chinese handwriting

crnn.caffe

✭ 76

C++python Cuda CMake matlab Makefile caffe cnn lstm character-recognition ocr-recognition crnn

Designing and Training of A Dual CNN for Image Denoising (Knowledge-based Systems, 2021)

✭ 45

python deep-learning cnn image-denoising image-preprocessing low-level-vision cnn-pytorch real-noise blind-denoising

Vehicle Tracking

OpenCV 3 & Keras implementation of vehicle tracking with video data.

✭ 112

python cnn vehicle-tracking kcf

Detect and scan the license plate number from vehicle images

✭ 16

python opencv cnn pytesseract-ocr

MachineLearning Exercises Python TensorFlow

Python＆機械学習ライブラリ TensorFlow の使い方の練習コード集。特にニューラルネットワークを重点的に取り扱い。

✭ 36

python machine-learning deep-learning neural-network tensorflow cnn gan rnn perceptron machine-learning-exercises

intenseye-boun-workshop

Code for the workshop in BOUN Tech Summit (03.03.2019)

✭ 32

javascript CSS HTML workshop deep-learning emotion cnn gender tensorflowjs

Plant Disease Detection

Plant Disease Detector Web Application

✭ 181

Jupyter Notebook cnn pytorch machinelearning deeplearning fastai computervision machinelearning-python plantdiseasedetection plantdisease plantclassification

🖌️ Automatic Image Colorization with Simultaneous Classification – based on "Let there be Color!"

✭ 37

python Jupyter Notebook Makefile machine-learning cnn pytorch image-colorization convolutional-neural-networks colorization automatic-colorization

A reimplementation of the SKNet(Selective Kernel Networks) by pytorch

✭ 63

python cnn pytorch sknet

cnn-for-image-retrieval

🌅The code of post "Image retrieval using MatconvNet and pre-trained imageNet"

✭ 623

matlab Cuda C++TeX python shell cnn matconvnet image-retrieval

A pytorch implementation of FFTNet.

✭ 35

python cnn vocoder fftnet

RESTful Web Service and C++ compilable version of YOLO written in C and CUDA for object detection.

✭ 19

c C++Cuda opencv cuda cnn object-detection nvidia-docker

Recurrent-Neural-Network-for-BitCoin-price-prediction

Recurrent Neural Network (LSTM) by using TensorFlow and Keras in Python for BitCoin price prediction

✭ 53

python neural-network bitcoin keras prediction cnn rnn deeplearning rnn-tensorflow keras-neural-networks rnn-model keras-tensorflow

character-level-cnn

Keras implementation of Character-level CNN for Text Classification

✭ 56

text-classification tensorflow keras cnn convolutional-neural-network character-level-cnn

Hands-on in-person workshop for Deep Learning with TensorFlow

✭ 14

Jupyter Notebook python workshop deep-learning neural-network tensorflow cnn lstm rnn autoencoder rbm recurrent convolutional

A numpy based CNN implementation for classifying images

✭ 47

python cnn classification convolutional-neural-networks cifar10 fully-connected-network cifar-10 cnn-classification cifar10-experiment

Custom-CNN-based-Image-Classification-in-PyTorch

No description or website provided.

✭ 41

python cnn pytorch image-classification image-classifier pytorch-tutorial custom-dataset

Korean-OCR-Model-Design-based-on-Keras-CNN

Korean OCR Model Design(한글 OCR 모델 설계)

✭ 34

python training ocr recognition deep-learning keras cnn dataset korean convolutional-neural-networks gpu-tensorflow activate activation-functions integer-encoding one-hot-encoding

object-detection-indonesian-traffic-signs-using-yolo-algorithm

Pendeteksian rambu lalu lintas khas Indonesia menggunakan dataset custom dan menggunakan algoritma Deep Learning You Only Look Once v4

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HTML CSS deep-learning cnn convolutional-neural-networks object-detection darknet yolov3 yolov4

digit recognizer

CNN digit recognizer implemented in Keras Notebook, Kaggle/MNIST (0.995).

✭ 27

Jupyter Notebook machine-learning ai deep-learning keras jupyter-notebook cnn kaggle artificial-intelligence kaggle-competition mnist convolutional-neural-networks digit-recognition cnn-keras google-colab

PyTorch implementation of Hessian-Affine local feature detector

✭ 21

python deep-learning cnn pytorch detector convolutional-neural-networks hessian local-features hessian-affine

Udacity-Computer-Vision-Nanodegree

📷 Computer Vision Nanodegree Repository

✭ 34

Jupyter Notebook HTML python udacity computer-vision cnn pytorch lstm nanodegree notebooks udacity-nanodegree mini honor 2d-histogram-filter computer-vision-nanodegree udacity-computer-vision-nanodegree

Local Binary Convolutional Neural Network for Facial Expression Recognition of Basic Emotions in Python using the TensorFlow framework

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Jupyter Notebook tensorflow cnn face-recognition cnn-architecture lbcnn lbcnn-architecture emotional-expression-recognition

ALPR model in unconstrained scenarios for Chinese license plates

✭ 158

python deep-neural-networks deep-learning cnn transformer license-plate-recognition license-plate-detection mxnet-gluon gluon-cv chinese-license-plate

udacity-cvnd-projects

My solutions to the projects assigned for the Udacity Computer Vision Nanodegree

Machine-Learning-Models

In This repository I made some simple to complex methods in machine learning. Here I try to build template style code.

An AutoDL tool for Neural Architecture Search and Hyperparameter Optimization on Tensorflow and Keras

✭ 29

Jupyter Notebook python deep-learning tensorflow keras cnn dnn automl neural-architecture-search nasnet enas autodl

face age gender

Can we predict the age and gender of someone given a picture of their face ?

✭ 40

python machine-learning cnn vision face convolutional-neural-networks age-prediction gender-prediction

intro-computervision

Notebooks for learning about the layers of a convolutional neural network.

✭ 44

Jupyter Notebook python computer-vision cnn pytorch pytorch-tutorial feature-visualization

Image-Captioning-with-Beam-Search

Generating image captions using Xception Network and Beam Search in Keras

✭ 18

Jupyter Notebook keras cnn lstm neural-networks rnn image-captioning beam-search xception andrej-karpathy

Simple implementation of the LSUV initialization in PyTorch

✭ 51

python cnn pytorch convolutional-networks deeplearning convolutional-neural-networks initialization lsuv lsuv-initialization

A hardware implementation of CNN, written by Verilog and synthesized on FPGA

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Coq Verilog Jupyter Notebook VHDL tcl shell fpga cnn rtl verilog lenet

ConvNet Implementation: An Object Oriented Approach using Keras API.

✭ 20

python shell deep-learning templates oop keras cnn keras-tutorials convolution-neural-networks

Super Resolution for Anime image, lightweight implementation

✭ 20

python deep-learning anime danbooru cnn pytorch waifu super-resolution

MIT-Driverless-CV-TrainingInfra

PyTorch pipeline of MIT Driverless Computer Vision paper(2020)

✭ 89

python Jupyter Notebook cnn pytorch resnet object-detection keypoints autonomous-vehicles yolov3 object-localization mit-driverless

prunnable-layers-pytorch

Prunable nn layers for pytorch.

✭ 47

python compression research deep-learning deep cnn pytorch pruning deeplearning implementation

Real time monaural source separation base on fully convolutional neural network operates on Time-frequency domain.

Tengine-Convert-Tools

Tengine Convert Tool supports converting multi framworks' models into tmfile that suitable for Tengine-Lite AI framework.

✭ 89

C++c mxnet tensorflow cnn dnn pytorch artificial-intelligence onnx

robomaster mnist

[RoboMaster2017] Handwritten numerals and digital tube recognition.

✭ 32

C++CMake cnn mnist-classification robomaster

👁 Vision : Model 4: GoogLeNet : Image Classification

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model cnn vision deeplearning googlenet google-net

php ffi darknet

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PHP c HTML detection cnn yolo object-detection darknet yolov2 php8 yolov3 php-ffi yolo-tiny yolov4 php-darknet lib-darknet

FacialEmotionRecognition

Using Extended Cohn-Kanade AU-Coded Facial Expression Database to classify basic human facial emotion expressions using ann

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python opencv keras emotion cnn dataset face ann haar-cascade ck-dataset cohn-kanade-dataset

FaceMaskDetector

Real time face-mask detection using Deep Learning and OpenCV

✭ 106

python opencv deep-neural-networks computer-vision deep-learning project cnn coding convolutional-neural-networks cnn-keras coronavirus covid-19 covid19 face-mask-detection

Depth Map Super-Resolution by Deep Multi-Scale Guidance, ECCV 2016

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matlab caffe cnn depth super-resolution msg-net eccv16

BiLSTM-and-CNN-for-Link-Prediction

Keras implementation of path-based link prediction model for knowledge graph completion

✭ 17

python shell tensorflow keras cnn knowledge-graph lstm convolutional-neural-networks knowledge-graph-completion bi-lstm knowledge-graph-embeddings lstm-cnn

猫狗二分类图片识别

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python machine-learning tensorflow cnn dl

Unofficial pytorch implementation of a paper, Distributional Smoothing with Virtual Adversarial Training [Miyato+, ICLR2016].

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python neural-network cnn pytorch virtual-adversarial-training

Codes-for-IntRA-KD

Inter-Region Affinity Distillation for Road Marking Segmentation (CVPR 2020)

✭ 105

python Cuda c shell deep-learning cnn pytorch lane-detection road-marking-segmentation

Character-aware Neural Language Model implemented by PyTorch

✭ 32

python cnn lstm language-model highway-network pytorch-implmention

Draw and classify digits (0-9) in a browser using machine learning

✭ 27

python javascript HTML CSS machine-learning tensorflow cnn mnist-dataset tflearn cgi-bin

MXNet implementation for DenseNet

✭ 28

python neural-network mxnet nn cnn densenet

tensorflow-classification-network

实现遇到的分类网络（持续更新）

✭ 19

python tensorflow cnn resnet alexnet vggnet inceptionnet

Tensorflow-preprocessing-training-testing

(non-distribution & distribution) Use Tensorflow to do classification containing data preparation, training, testing.(single computer single GPU & single computer multi-GPU & multi-computer multi-GPU)

✭ 15

python shell computer-vision tensorflow cnn

AI to Combat Environmental Pollution - detecting plastic waste in the environment to combat environmental pollution and promote circular economy (Deep Learning, PyTorch)

✭ 113

python Jupyter Notebook shell deep-learning cnn trash pytorch neural-networks object-detection fastrcnn maskrcnn litter efficientdet detr waste-detection

etos-facedetector

Simple and Effective Face Detector, based on Progressive Calibration Networks (PCN) which is an accurate rotation-invariant face detector running at real-time speed on CPU, published in CVPR 2018.

✭ 23

C++shell opencv real-time cpu cnn face-detector face-detection convolutional-neural-networks rotation-invariant

A deep learning model to age faces in the wild, currently runs at 60+ fps on GPUs

✭ 133

python neural-network cnn pytorch generative-adversarial-network gan tensorboard faceapp cycle-gan face-aging pytorch-lightning realtime-face-aging

The ICIP2018 paper "Color Image Demosaicking using a 3-stage Convolutional Neural Network Structure"

✭ 15

matlab python cnn matconvnet demosaicking

CNN-DICOM-Segmentation

DICOM Image Segmentation with CNNs in Tensorflow

✭ 87

Jupyter Notebook tensorflow jupyter-notebook cnn medical-imaging convolutional-neural-networks image-segmentation dicom-images deconvolution deconvnet head-ct-scans

601-660 of 702 cnn projects