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Thiya's Projects

id-card-detector icon id-card-detector

:credit_card: Detecting the National Identification Cards with Deep Learning (Faster R-CNN)

idml icon idml

Official implementation of Introspective Deep Metric Learning.

ignite icon ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

ikigai icon ikigai

IkigAI is an opensource library dedicated for debiasing algorithms and feature selection based on interpretability for Fair, efficient model development and monitoring.

im2recipe icon im2recipe

Code supporting the CVPR 2017 paper "Learning Cross-modal Embeddings for Cooking Recipes and Food Images"

image-captioning icon image-captioning

Implemented 3 different architectures to tackle the Image Caption problem, i.e, Merged Encoder-Decoder - Bahdanau Attention - Transformers

image_class icon image_class

基于keras集成多种图像分类模型: VGG16、VGG19、InceptionV3、Xception、MobileNet、AlexNet、LeNet、ZF_Net、ResNet18、ResNet34、ResNet50、ResNet_101、ResNet_152、DenseNet

imagenet21k icon imagenet21k

Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper

imageretrieval icon imageretrieval

This repository will contain the jupyter notebooks for the report on Image Retieval.

imagesearch icon imagesearch

CS 679 Project Repository: Learning Efficient Autoencoders for Image Search

imaginaire icon imaginaire

NVIDIA's Deep Imagination Team's PyTorch Library

imaginairy icon imaginairy

AI imagined images. Pythonic generation of stable diffusion images.

imbalanced-dataset-sampler icon imbalanced-dataset-sampler

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

img2dataset icon img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

img2vec icon img2vec

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

imodels icon imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

imodelsx icon imodelsx

Library to explain *a dataset* using natural language and neural networks.

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