采用RAW数据进行训练的最关键的难度在于:GT数据的缺失。作者提出采用光学放大方式制作训练数据对:SR-RAW并用于模型训练,为缓解数据对的不对齐问题,作者还提出了一种新的损失函数:contextual bilateral loss。最终作者所提出的方案在4X与8X超分方面取得了SOTA性能。 Dataset 为验证所提方案的有效性,需要进行模型的...
TextZoom中的数据集来自两个超分数据集RealSR和SR-RAW,两个数据集都包含LR-HR对,TextZoom有17367对训数据和4373对测试数据, 全部资源下载地址 TextZoom dataset Pretrained weights of CRNN Pretrained weights of Transformer-based recognizer 数据集目录结构: mydata ├── train1 ├── train2 ├── confuse...
This dataset is the atmospherically corrected surface reflectance from the Landsat 8 OLI/TIRS sensors. These images contain 5 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and two thermal infrared (TIR) bands processed...
Grepsr Makes it Simple! I am a part of the UNESCO Chair reserach centre in Ireland: [SENSITIVE CONTENT HIDDEN] which has a foucs on using sport as a tool to achieve the Sustainable Devleopment Goals [SDGs]. My work within the research centre is to examine the opportunities and challenges...
Dataset Provider USGS Collection Snippet Copiedee.ImageCollection("LANDSAT/LC08/C01/T1_SR") Resolution 30 meters Bands Table Bit 0: Fill Bit 1: Aerosol retrieval - valid Bit 2: Aerosol retrieval - interpolated Bit 3: Water pixel Bit 4: Water aerosol retrieval failed - needs interpolated ...
Landsat7_C2_SR数据集是经大气校正后的地表反射率数据,属于Collection2的二级数据产品,空间分辨率为30米,基于Landsat生态系统扰动自适应处理系统(LEDAPS)(版本3.4.0)生成。水汽、臭氧、大气高度、气溶胶光学厚度、数字高程与Landsat数据一起输入到太阳光谱(6S)辐射传输模型中对卫星信号进行二次模拟,以生成大气顶部(TOA)...
Breadcrumbs Inf-DiT / train_text2image_sr_big_clip.shTop File metadata and controls Code Blame executable file· 75 lines (67 loc) · 1.96 KB Raw #! /bin/bash WORLD_SIZE=${SLURM_NTASKS:-1} RANK=${SLURM_PROCID:-0} # MASTER_ADDR is the first in SLURM_NODELIST if [ -z "$SLURM...
This dataset is the atmospherically corrected surface reflectance from the Landsat 8 OLI/TIRS sensors. These images contain 5 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and two thermal infrared (TIR) bands processed...
partial(data_class.create_dataset_function, **create_data_params) training_main(args, model_cls=DiffusionEngine, forward_step_function=partial(forward_step, data_class=data_class), forward_step_eval=partial(forward_step_eval, data_class=data_class), create_dataset_function=create_dataset_function)...
The dsrdump utility dumps the contents of a DICOM Structured Reporting (SR) document (file format or raw data set) to stdout in textual form. The output of the document