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maryfeng824's Projects

awesome-few-shot-image-generation

A curated list of papers, code and resources pertaining to few-shot image generation.

d2det

D2Det: Towards High Quality Object Detection and Instance Segmentation (CVPR2020)

da_visualization

[CVPR2021] "Visualizing Adapted Knowledge in Domain Transfer". Visualization for domain adaptation. #explainable-ai

DaVinci toolkit aims at high-quality multimedia content creation which plays an important role in modern work and life. The targeted features can include both low-level image and video enhancement tasks, and high-level visual editing tasks.

dcnet

Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection, CVPR 2021

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods.

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

koila

Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.

libfewshot

LibFewShot: A Comprehensive Library for Few-shot Learning.

libtorchsegmentation

A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

lite.ai.toolkit

🛠 A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOX, YOLOP, YOLOv6, YOLOR, MODNet, YOLOX, YOLOv7, YOLOv5. MNN, NCNN, TNN, ONNXRuntime.

multinerf

A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

s2anet

Official code of the paper "Align Deep Features for Oriented Object Detection"

segmentation_viewer

A really simple tool to visualize different segmentation results

splice

Official Pytorch Implementation for "Splicing ViT Features for Semantic Appearance Transfer" presenting "Splice"

structural-analogy

Pytorch implementation for the paper "Structural-analogy from a Single Image Pair"

text_recognition_toolbox

text_recognition_toolbox: The reimplementation of a series of classical scene text recognition papers with Pytorch in a uniform way.

vision

Datasets, Transforms and Models specific to Computer Vision

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

yolov3-model-pruning

在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）

zero-dce

Zero-DCE code and model

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