ilkarman Goto Github PK

action-recognition-pytorch

This is the pytorch implementation of some representative action recognition approaches including I3D, S3D, TSN and TAM.

azure-webapp-w-cntk

Deployment template for Azure WebApp, CNTK, Python 3 (x64) and sample model

blog

Code repo for blog

cnn-for-asi

Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation

cottonwood

A flexible neural network framework for running experiments and trying ideas.

cv_end_to_end

Create a mobile + web app from existing DL alg + using Cognitive Services API

deep-learning-models

Keras code and weights files for popular deep learning models.

deep_learning_object_detection

A paper list of object detection using deep learning.

deepc

deeplearningframeworks

Demo of running NNs across different frameworks

demoneuralnet

Toy project to create a simple working neural net in R

deoldify

A Deep Learning based project for colorizing and restoring old images

detection-amlworkbench

detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

dt-apriltags

Python bindings to the Apriltags library

fixmatch-pytorch

Unofficial Pytorch code for "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" in NeurIPS'20. This repo contains reproduced checkpoints.

gpu_monitor

hr2d2

hrnet-fcos

High-resolution Networks for the Fully Convolutional One-Stage Object Detection (FCOS) algorithm

ig65m-pytorch

PyTorch 3D video classification models pre-trained on 65 million Instagram videos

ilkarman.github.io

My Academic Website

latetemporalmodeling3dcnn

lstm_han

LSTM and Hierarchical Attention Network

machine_learning_basics

Plain python implementations of basic machine learning algorithms

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

milp-airport-assignment

Plane-Gate assignment using MILP

movement-visualisations

Visualisations of intersesting flows using R and Python

mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow.

nlp-sentiment

Various NLP methods (in python) to perform sentiment analysis

pytorch-balanced-batch

A pytorch dataset sampler for always sampling balanced batches.