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iclr2021-openreviewdata

Crawl & visualize ICLR papers and reviews.

image-super-resolution

Implementation of Super Resolution CNN in Keras.

image-to-image-papers

🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)

imagededup

😎 Finding duplicate images made easy!

imagenet-datasets-downloader

ImageNet dataset downloader. Creates a custom dataset by specifying the required number of classes and images in a class.

imbalanced-data

Notebook implementing techniques discussed in my blog post about imbalanced data.

imglab

To speedup and simplify image labeling/ annotation process with multiple supported formats.

improvedgan-pytorch

Semi-supervised GAN in "Improved Techniques for Training GANs"

impy

Impy is a Python3 library with features that help you in your computer vision tasks.

indigo

:ramen: Minimalist Jekyll Template

innvestigate

A toolbox to iNNvestigate neural networks' predictions!

inplace_abn

In-Place Activated BatchNorm for Memory-Optimized Training of DNNs

instagan

PyTorch implementation of "InstaGAN: Instance-aware Image Translation" (ICLR 2019)

introtohadoopandmr__udacity_course

:elephant: Source code for assignments of Udacity course "Introduction to Hadoop and MapReduce"

kaggle

A collection of Kaggle solutions. Not very polished.

kaggle-2019-blindness-detection

kaggle-carvana-3rd-place-solution

3rd place solution ( Carvana Image Masking Challenge )

kaggle-ensemble-guide

Code for the Kaggle Ensembling Guide Article on MLWave

kaggle-imaterialist

The First Place Solution of iMaterialist (Fashion) 2019 at FGVC6

kaggle-kuzushiji-recognition

Kaggle Kuzushiji Recognition Solution

kaggle-quickdraw

Quick, Draw! Doodle Recognition Challenge (Rank 11/1316)

kaggle_carvana_segmentation

Code for the 1st place model in Carvana Image Masking Challenge

kaggle_ndsb2017

Kaggle datascience bowl 2017

kaggle_planet

Planet: Understanding the Amazon from Space

kaggle_salt_bes_phalanx

Kaggle Salt b.e.s. & phalanx

kaggle_speech_recognition

Conv-LSTM-CTC speech recognition network (end-to-end), written in TensorFlow.

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

kd_lib

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

keras-inception-resnet-v2

The Inception-ResNet v2 model using Keras (with weight files)

keras_ensemblng

Ensembling ConvNets using Keras