Code and Data to accompany "Dilated Convolutions for Modeling Long-Distance Genomic Dependencies", presented at the ICML 2017 Workshop on Computational Biology

✭ 26

python deep-learning computational-biology recurrent-neural-networks convolutional-neural-networks

cats-and-dogs-classification

The Oxford-IIIT-Pet dataset - Image classification using CNN

✭ 20

python shell pytorch convolutional-neural-networks oxford imgaug

TPC-LoS-prediction

This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit (https://dl.acm.org/doi/10.1145/3450439.3451860).

✭ 44

python PLpgSQL convolutional-neural-networks patient-outcomes mortality-prediction length-of-stay

convolutional-neural-network-from-scratch-python

Handwritten Digit Recognition Using Convolutional Neural Network by Python

✭ 31

python HTML javascript computer-vision deep-learning lenet convolutional-neural-networks from-scratch handwritten-digit-recognition

MSF

Official code for "Mean Shift for Self-Supervised Learning"

✭ 42

python shell machine-learning computer-vision convolutional-neural-networks representation-learning knn mean-shift self-supervised-learning

NumNum

Multi-digit prediction from Google Street's images using deep CNN with TensorFlow, OpenCV and Python.

✭ 39

python tensorflow svhn convolutional-neural-networks tensorboard-visualizations

TimeSeries2DBarChartImageCNN

Conversion of the time series values to 2-D stock bar chart images and prediction using CNN (using Keras-Tensorflow)

✭ 25

python java image-generation convolutional-neural-networks price-prediction

ihradis-cnn-deblur

Image deblurring with Convolutional Neural Networks. Scripts & Neural network models available here

✭ 60

python deep-learning image-processing artificial-intelligence neural-networks convolutional-neural-networks image-deblurring

EfficientWord-Net

OneShot Learning-based hotword detection.

✭ 78

Jupyter Notebook python iot machine-learning tensorflow cnn artificial-intelligence convolutional-neural-networks one-shot-learning hotword-detection siamese-network siamese-neural-network wakeword

Deep-Learning

Resources of deep learning courses by Andrew Ng

✭ 28

Jupyter Notebook machine-learning natural-language-processing convolutional-neural-networks coursera-deep-learning

keras-malicious-url-detector

Malicious URL detector using keras recurrent networks and scikit-learn classifiers

✭ 24

python recurrent-neural-networks lstm convolutional-neural-networks url-detector binary-classification malicious-url

Variations-of-SFANet-for-Crowd-Counting

The official implementation of "Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting"

✭ 78

Jupyter Notebook python convolutional-neural-networks segnet encoder-decoder crowd-counting ucf-qnrf

digitrecognition ios

Deep Learning with Tensorflow/Keras: Digit recognition based on mnist-dataset and convolutional neural-network on iOS with CoreML

✭ 23

objective c deep-learning tensorflow keras iphone mnist convolutional-neural-networks coreml

deep-learning

Assignmends done for Udacity's Deep Learning MOOC with Vincent Vanhoucke

✭ 94

Jupyter Notebook natural-language-processing computer-vision deep-learning tensorflow recurrent-neural-networks convolutional-neural-networks

camera-trap-classifier

Automatically identify animals in camera trap images by training a deep neural network.

✭ 40

python shell deep-neural-networks convolutional-neural-networks ecology-modelling camera-trap-images identifying-animal-species camera-trap-classifier

wasr network

WaSR Segmentation Network for Unmanned Surface Vehicles v0.5

Deep-Vessel

kgpml.github.io/deep-vessel/

✭ 52

Jupyter Notebook python convnet ensemble ensemble-learning convolutional-neural-networks blood-vessels diabetic retinopathy angiography

flops-cnn

Calculate Flops for CNN

✭ 37

python deep-neural-networks deeplearning convolutional-neural-networks

Offline-Signature-Verification

Implemented two papers for offline signature verification. Both use different deep learning techniques - Convolutional network and Siamese network.

✭ 24

python keras convolutional-neural-networks keras-classification-models keras-neural-networks siamese-network

sdc-behaviour-cloning

Teaching a deep learning model to drive a car based on image and telemetry inputs

✭ 14

keras self-driving-car convolutional-neural-networks

vesseg

Brain vessel segmentation using 3D convolutional neural networks

✭ 27

python deep-learning cnn segmentation convolutional-neural-networks brain-vessel-segmentation

Signature-verification-using-deep-learning

Using SigComp'11 dataset for signature verification

✭ 54

Jupyter Notebook convolutional-neural-networks signature-verification triplet-loss multi-class-classification siamese-network

Image deionising auto encoder

Noise removal from images using Convolutional autoencoder

✭ 34

python opencv deep-neural-networks deep-learning tensorflow gpu encoder decoder keras autoencoder convolutional-neural-networks opencv-python encoder-decoder encoder-decoder-model

vrpdr

Deep Learning Applied To Vehicle Registration Plate Detection and Recognition in PyTorch.

✭ 36

python opencv ocr deep-learning pytorch neural-networks yolo convolutional-neural-networks optical-character-recognition character-recognition license-plate-recognition license-plate-detection yolov3 attention-ocr vehicle-registration-plate

convoluted

Dependently typed convolutional neural networks

✭ 32

haskell convolutional-neural-networks

connect4

Solving board games like Connect4 using Deep Reinforcement Learning

✭ 33

python deep-learning policy-gradient reinforcement-learning-algorithms convolutional-neural-networks residual-networks monte-carlo-tree-search tictactoe-game double-dqn dueling-dqn async-dqn alphago-zero connect4-game a3c-agent

tensorflow-image-classifier

Easily train an image classifier and then use it to label/tag other images

✭ 29

python shell Dockerfile docker classifier photos machine-learning deep-learning tensorflow docker-image cnn dataset image-classification image-recognition image-classifier convolutional-neural-networks convolutional-neural-network tensorflow-image-classifier

single-shot-detector

A lightweight version of RetinaNet

✭ 16

python Jupyter Notebook tensorflow convolutional-neural-networks object-detection

Object-and-Semantic-Part-Detection-pyTorch

Joint detection of Object and its Semantic parts using Attention-based Feature Fusion on PASCAL Parts 2010 dataset

✭ 18

python Jupyter Notebook computer-vision pytorch faster-rcnn convolutional-neural-networks object-detection self-attention feature-fusion

flexinfer

A flexible Python front-end inference SDK based on TensorRT

✭ 83

python C++Cuda classification convolutional-neural-networks object-detection semantic-segmentation tensorrt scene-text-recognition python-front inference-sdk

Deep-Learning-Handwriting-Recognition

A React/Django web app that converts handwriting to text, using pre-trained deep learning neural network models (Python/Tensorflow/Keras)

✭ 19

python javascript CSS HTML react machine-learning django deep-learning tensorflow keras convolutional-neural-networks handwriting javasript

gan-vae-pretrained-pytorch

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

end-to-end-deep-learning

Autonomous driving simulation in the Unity engine.

✭ 27

python opencv deep-learning unity tensorflow keras self-driving-car convolutional-neural-networks behavioral-cloning end-to-end-learning

Chrome-Dino-Reinforcement-Learning

An RL implementation in Keras

✭ 98

Jupyter Notebook javascript CSS HTML reinforcement-learning q-learning convolutional-neural-networks chrome-dino-game

PyTorch-Deep-Image-Steganography

A PyTorch implementation of image steganography utilizing deep convolutional neural networks

✭ 71

python deep-learning pytorch steganography convolutional-neural-networks u-net

gryds

A Python package for geometric transformations of images for data augmentation in deep learning

✭ 55

Jupyter Notebook python deeplearning convolutional-neural-networks computervision medicalimageanalysis

dehaze

[Preprint] "Improved Techniques for Learning to Dehaze and Beyond: A Collective Study"

✭ 46

C++python Jupyter Notebook Cuda CMake matlab caffe deep-learning convolutional-neural-networks dehaze

SimplePythonCNN

Only in native python & numpy with Keras interface

✭ 31

python computer-vision deep-learning neural-network numpy keras cnn neural-networks image-classification convolutional-neural-networks

TNCR Dataset

Deep learning, Convolutional neural networks, Image processing, Document processing, Table detection, Page object detection, Table classification. https://www.sciencedirect.com/science/article/pii/S0925231221018142

✭ 37

python Jupyter Notebook deep-learning table cnn pytorch classification image-classification convolutional-neural-networks object-detection object-recognition table-recognition table-detection mmdetection

NIvsCG-keras

Distinguishing Between Natural and Computer-Generated Images Using Convolutional Neural Networks in Keras.

✭ 20

python matlab deep-learning computer-graphics convolutional-neural-networks image-forensics

CGvsPhoto

Computer Graphics vs Real Photographic Images : A Deep-learning approach

✭ 24

python deep-learning neural-network computer-graphics image-classification convolutional-neural-networks research-paper image-forensics

deep-tic-tac-toe

Used deep reinforcement learning to train a deep neural network to play tic-tac-toe and deployed using tensorflow.js.

✭ 52

Jupyter Notebook HTML machine-learning reinforcement-learning neural-network keras convolutional-neural-networks tensorflow-js

fingerprint denoising

U-Net for fingerprint denoising

✭ 19

python shell fingerprint forensics convolutional-neural-networks denoising

Ensemble-of-Multi-Scale-CNN-for-Dermatoscopy-Classification

Fully supervised binary classification of skin lesions from dermatoscopic images using an ensemble of diverse CNN architectures (EfficientNet-B6, Inception-V3, SEResNeXt-101, SENet-154, DenseNet-169) with multi-scale input.

✭ 25

Jupyter Notebook python deep-learning ensemble-learning densenet convolutional-neural-networks binary-classification inception-v3 senet multi-scale seresnext cyclic-learning-rate skin-lesion-classification shades-of-gray tensorflow-keras color-constancy efficientnet

Batch-First

A JIT compiled chess engine which traverses the search tree in batches in a best-first manner, allowing for neural network batching, asynchronous GPU use, and vectorized CPU computations.