Googolxx's Stars
eddielyc/Augmented-Geometric-Distillation
Official code for Augmented Geometric Distillation
Gumpest/YOLOv5-Multibackbone-Compression
YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Module(CBAM, DCN), Pruning (EagleEye, Network Slimming), Quantization (MQBench) and Deployment (TensorRT, ncnn) Compression Tool Box.
GaParmar/clean-fid
PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]
microsoft/Cream
This is a collection of our NAS and Vision Transformer work.
VITA-Group/TENAS
[ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang
SamsungLabs/zero-cost-nas
Zero-Cost Proxies for Lightweight NAS
idstcv/ZenNAS
open-mmlab/mmrazor
OpenMMLab Model Compression Toolbox and Benchmark.
alibaba/lightweight-neural-architecture-search
This is a collection of our zero-cost NAS and efficient vision applications.
google-research/maxim
[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
damo-cv/entroformer
richzhang/PerceptualSimilarity
LPIPS metric. pip install lpips
amusi/CVPR2024-Papers-with-Code
CVPR 2024 论文和开源项目合集
yenchenlin/nerf-pytorch
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
bmild/nerf
Code release for NeRF (Neural Radiance Fields)
Justin-Tan/high-fidelity-generative-compression
Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression
YannDubs/disentangling-vae
Experiments for understanding disentanglement in VAE latent representations
BYchao100/Towards-Image-Compression-and-Analysis-with-Transformers
Source code of AAAI 2022 paper "Towards End-to-End Image Compression and Analysis with Transformers".
tusen-ai/SST
Code for a series of work in LiDAR perception, including SST (CVPR 22), FSD (NeurIPS 22), FSD++ (TPAMI 23), FSDv2, and CTRL (ICCV 23, oral).
stevenliuyi/information-bottleneck
demonstration of the information bottleneck theory for deep learning
JiangWeibeta/Checkerboard-Context-Model-for-Efficient-Learned-Image-Compression
Unofficial pytorch implementation of CVPR2021 paper "Checkerboard Context Model for Efficient Learned Image Compression".
InterDigitalInc/CompressAI
A PyTorch library and evaluation platform for end-to-end compression research
dingkeyan93/DISTS
IQA: Deep Image Structure and Texture Similarity Metric
fab-jul/torchac
Entropy coding / arithmetic coding for PyTorch
Googolxx/STF
Pytorch implementation of the paper "The Devil Is in the Details: Window-based Attention for Image Compression".
GAIA-vision/GAIA-det
A Transfer Learning System in Object Detection