hityzy's repositories
opencv_transforms_torchvision
opencv reimplement for transforms in torchvision
AedatTools
Tools for manipulating .aedat files (timestamped address-event data from neuromorphic hardware), in Matlab and Python
arXiv2020-RIFE
RIFE: Real-Time Intermediate Flow Estimation for Video Frame Interpolation
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
ffhq-dataset
Flickr-Faces-HQ Dataset (FFHQ)
higher
higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.
hithesis
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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
improved-diffusion
Release for Improved Denoising Diffusion Probabilistic Models
latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
mamba-minimal
Simple, minimal implementation of the Mamba SSM in one file of PyTorch.
mamba.py
A simple and efficient Mamba implementation in PyTorch and MLX.
MulimgViewer
MulimgViewer is a multi-image viewer that can open multiple images in one interface, which is convenient for image comparison and image stitching.
Open-Sora
Open-Sora: Democratizing Efficient Video Production for All
PerceptualSimilarity
LPIPS metric. pip install lpips
ProjectTemplate
A little quick-start project template for C++ projects which utilise a Core/App project architecture
pytorch-msssim
Fast and differentiable MS-SSIM and SSIM for pytorch.
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
RAdam
On the Variance of the Adaptive Learning Rate and Beyond
RepLKNet-pytorch
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)
softmax-splatting
an implementation of softmax splatting for differentiable forward warping using PyTorch
v2e
V2E: From video frames to DVS events
VAR
[GPT beats diffusionš„] [scaling laws in visual generationš] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction"
VideoFlow
Official implementation of ICCV2023 VideoFlow: Exploiting Temporal Cues for Multi-frame Optical Flow Estimation
Waifu2x-Extension-GUI
Video, Image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, SRMD, RealSR, Anime4K, RIFE, CAIN, DAIN and ACNet.