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Convolutional accelerator kernel, target ASIC & FPGA
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Collect super-resolution related papers, data, repositories
[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
Unsupervised video summarization with deep reinforcement learning (AAAI'18)
Pytorch implementation of the TecoGan video super resolution model.
A PyTorch Reimplementation of TecoGAN: Temporally Coherent GAN for Video Super-Resolution
This repo contains source code and materials for the TEmporally COherent GAN SIGGRAPH project.
LPIPS metric. pip install lpips
Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR…
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also …
OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image genera…
A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.
tf.image.resize_images has aliasing when downsampling and does not have gradients for bicubic mode. This implementation fixes those problems.
Perceptual video quality assessment based on multi-method fusion.
Region Normalization for Image Inpainting, accepted by AAAI-2020
A curated list of awesome computer vision resources
Rethinking Image Inpainting via a Mutual Encoder Decoder with Feature Equalizations. ECCV 2020 Oral
Pytorch re-implementation of Paper: Image Inpainting with Learnable Bidirectional Attention Maps (ICCV 2019)
CVPR 2021: "Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE"
PyTorch implementations of Generative Adversarial Networks.
The source code for CVPR 2020 accepted paper "Recurrent Feature Reasoning for Image Inpainting"
[CVPR'2019] PEN-Net: Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting
Pytorch implementation of Shift-Net: Image Inpainting via Deep Feature Rearrangement (ECCV, 2018)
Coherent Semantic Attention for image inpainting(ICCV 2019)