Fire-friend
I am pursuing a PhD at SYSU with a keen interest in low-level vision, weakly supervised learning, and uncertainty. https://fire-friend.github.io/home/
China
Pinned Repositories
BiSeNet
Add bisenetv2. My implementation of BiSeNet
contrastive-unpaired-translation
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
CrashToNotCrash_code
Code for the paper "Crash To Not Crash: Learn to Identify Dangerous Vehicles Using a Simulator" presented in AAAI 2019 (Oral)
dugMatting
uncertainty-guided matting on ICML2023
FreeDehaze
Exciting real-world dehazing method!
IIT-SP
The official code of Information transfer in semi-supervised semantic segmentation.
IMC-Tunnel-pyqt5
Easy IMC Tunnel demo based on pyqt5.
MattingZoom
A PyTorch-based library for trimap-free matting.
ML-notebook
B站白板推导笔记
VaT
Unsupervised Variational Translator for Bridging Image Restoration and High-Level Vision Tasks
Fire-friend's Repositories
Fire-friend/dugMatting
uncertainty-guided matting on ICML2023
Fire-friend/VaT
Unsupervised Variational Translator for Bridging Image Restoration and High-Level Vision Tasks
Fire-friend/IMC-Tunnel-pyqt5
Easy IMC Tunnel demo based on pyqt5.
Fire-friend/MattingZoom
A PyTorch-based library for trimap-free matting.
Fire-friend/FreeDehaze
Exciting real-world dehazing method!
Fire-friend/IIT-SP
The official code of Information transfer in semi-supervised semantic segmentation.
Fire-friend/ML-notebook
B站白板推导笔记
Fire-friend/BiSeNet
Add bisenetv2. My implementation of BiSeNet
Fire-friend/contrastive-unpaired-translation
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
Fire-friend/CrashToNotCrash_code
Code for the paper "Crash To Not Crash: Learn to Identify Dangerous Vehicles Using a Simulator" presented in AAAI 2019 (Oral)
Fire-friend/cs231n_spring_2017_assignment
My implementations of cs231n 2017
Fire-friend/CV-HistogramMatching
Fire-friend/CVE-2019-13272
linux 提权
Fire-friend/dugMatting-mindspore
Fire-friend/FBDM
The official code of Information transfer in semi-supervised semantic segmentation.
Fire-friend/GFM
[IJCV 2022] Bridging Composite and Real: Towards End-to-end Deep Image Matting
Fire-friend/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Fire-friend/histogram-matching
Histogram matching (Digital Image Processing) using PIL
Fire-friend/home
Fire-friend/HRNet-Semantic-Segmentation
The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919
Fire-friend/image-processing-tools
entropy, edge detection, poisson blending, face detection, deblur
Fire-friend/image_sharpening
image sharpening, laplacian filter, gradient filter
Fire-friend/Learning-Ransac-Fit-Ellipse
Python 使用Ransac拟合椭圆
Fire-friend/low_light_image_enhancement
Python script (opencv) for low light image enhancement using haze removal technique.
Fire-friend/mobilenetv3
mobilenetv3 with pytorch，provide pre-train model
Fire-friend/OCNet.pytorch
Please choose the openseg.pytorch project for the updated code that achieve SOTA on 6 benchmarks!
Fire-friend/pytorch-loss
label-smooth, amsoftmax, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
Fire-friend/pytorch-ssim
pytorch structural similarity (SSIM) loss
Fire-friend/quickdraw-dataset
Documentation on how to access and use the Quick, Draw! Dataset.
Fire-friend/TorchSSL
A PyTorch-based library for semi-supervised learning (NeurIPS'21)