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learner's Projects

fine-grained-dataset icon fine-grained-dataset

Collecting datasets for fine-grained image recognition, and providing a ready-to-run demo for newcomers when time permits.

finegan icon finegan

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery

furniture-recommender-system icon furniture-recommender-system

An end-to-end development of living room furniture recommender system based on both text and image Latent Dirichlet Allocation (LDA)

gather-tensorflow-serving icon gather-tensorflow-serving

Gathers how to deploy tensorflow models using nginx, hadoop, kafka, flask, gunicorn, socketio, docker swarm, luigi spotify, airflow, celery and so much more!

gaussian_yolov3 icon gaussian_yolov3

Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving (ICCV, 2019)

geodistk icon geodistk

geodesic distance transform of 2d/3d images

ghost-free-shadow-removal icon ghost-free-shadow-removal

[AAAI 2020] Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN

gimp-ml icon gimp-ml

AI for GNU Image Manipulation Program

glide-text2im icon glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

grabcut-bordermatting icon grabcut-bordermatting

Image processing platform with classical interactive graph-cutting algorithm, based on OpenCV and C++. 经典可交互割切图算法底层重现,基于OpenCV与C++。

grasppicture icon grasppicture

Code for segmenting salient colored images and determining a grasp.

harmonizer icon harmonizer

High-Resolution Image/Video Harmonization [ECCV 2022]

imagen-pytorch icon imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

intseg icon intseg

Interactive Image Segmentation with Latent Diversity

kair icon kair

Image Restoration Toolbox (PyTorch). Training and testing codes for USRNet, DnCNN, FFDNet, SRMD, DPSR, ESRGAN

keras-dogs icon keras-dogs

a baseline for baidu dog classification competition.

lama icon lama

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

largelossmatters icon largelossmatters

Large Loss Matters in Weakly Supervised Multi-Label Classification - CVPR2022

mirnet icon mirnet

[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.

mmfashion icon mmfashion

Open-source toolbox for visual fashion analysis based on PyTorch

mnn-applications icon mnn-applications

MNN applications by MNN, JNI exec, RK3399. Support tflite\tensorflow\caffe\onnx models.

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