Replicated Results of Super Resolution Papers
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Aug 4, 2019 - Python
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espcn
Here are 10 public repositories matching this topic...
Pytorch based implementation of ESPCN for single image super-resolution
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May 13, 2022 - Python
A simple image upscaler application using EDSR, ESPCN, FSRCNN, and LapSRN models
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Dec 9, 2021 - Python
Tensorflow 2.x based implementation of ESPCN for single image super-resolution
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May 14, 2022 - Python
CCF BDCI 2023 基于TPU平台实现超分辨率重建模型部署
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Dec 17, 2023 - Python
🌃 Comparing AI super-resolution models with visual examples and runtime analysis for image upscaling and restoration.
opencv computer-vision deep-learning tensorflow image-quality super-resolution image-restoration fsrcnn espcn model-comparison lapsrn image-enhancement edsr single-image-super-resolution image-upscaling
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Aug 21, 2025 - Python
Comparative study of lightweight generator models (ESPCN, FSRCNN, IDN) in the SRGAN framework for Single Image Super-Resolution (SISR). Explore the trade-offs between performance and efficiency in GAN-based SISR.
super-resolution fsrcnn espcn single-image-super-resolution information-distillation-network srgan-pytorch
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May 15, 2024 - Python
A flow to compile ESPCN (super resolution) using TVM and run the compiled model on CPU to calculate PSNR
machine-learning deep-learning tensorflow super-resolution espcn tvm tensorflow-lite pre-trained-model
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Aug 17, 2021 - Python
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