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sailfish009's Projects

ilo icon ilo

Official implementation of Intermediate Layer Optimization for Inverse Problems using Deep Generative Models

image-captioining icon image-captioining

The objective is to process by generating textual description from an image – based on the objects and actions in the image. Using generative models so that it creates novel sentences. Pipeline type models uses two separate learning process, one for language modelling and other for image recognition. It first identifies objects in image and provides the result to the Inception-v3 model to convert into word embedding vector than into series of LSTM cells to get desired captions.

image-contrast-enhancement icon image-contrast-enhancement

Python implementation of "A New Image Contrast Enhancement Algorithm Using Exposure Fusion Framework", CAIP2017

image2smiles icon image2smiles

Given an image of a molecule create a smiles or mol represenatation.

image_size icon image_size

Get image width and height given a file path using minimal dependencies (no need for PIL, libjpeg, libpng, etc)

image_transformer icon image_transformer

Pytorch implementation of the image transformer for unconditional image generation

imageai icon imageai

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

imbalanced-dataset-sampler icon imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

imbalanced-learn icon imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

img2pose icon img2pose

The official PyTorch implementation of img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation - CVPR 2021

img2vec icon img2vec

:fire: Use pre-trained models in PyTorch to extract vector embeddings for any image

imgaug icon imgaug

Image augmentation for machine learning experiments.

imgclsmob icon imgclsmob

Sandbox for training convolutional networks for computer vision

imgui icon imgui

Dear ImGui: Bloat-free Immediate Mode Graphical User interface for C++ with minimal dependencies

immucc icon immucc

Cell-Centric View of Tissue Transcriptome Measuring Cellular Compositions of Immune Microenvironment From Mouse RNA-Seq Data.

immuneml icon immuneml

immuneML is a platform for machine learning analysis of adaptive immune receptor repertoire data.

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