diff --git a/images.md b/images.md
index aaad937ebb2662eeb112265a8f558815854bc4a6..cb8cc4d02bb28ece9c6ea0249c0207282d496dcf 100644
--- a/images.md
+++ b/images.md
@@ -122,7 +122,6 @@
 |szh-pytroch-latest-transformer-tbx-v4|krishansubudhi/transformers_pytorch|pytorch1.3,transformer|尚志华_shangzh|2019.11.1|
 |wangyc-tf13-ski|tensorflow/tensorflow:1.13.1-gpu|scipy, skimage|王越琛_wangyc|2019.11.5|
 |*yinyf-psa-pytorch| yinyf-pcl-pytorch|tensorflow, skimage,pydensecrf|尹宇飞_yinyf|2019.11.7|
-|yanggang-keras-contrib1.1| deepo_9|scipy为1.2.0，matplotlib为3.1.1，添加了keras-contrib|阳港_yanggang|2019.11.12|
 |wanzy-cuda10-py36-torch12| pengjl-cu100-py36-torch12|boto3,botocore,flake8,nltk,pexpect,sh|万之蕴_wanzy|2019.11.15|
 |chengzh-py37-pytorch1.0.1-cu90-lpm-tables|chengzh-py37-pytorch1.0.1-cu90-lpm|tables|程震_chengzh|2019.11.15|
 |gaocs-tensorflow-compression-caption-1.14.0-gpu-py3|tensorflow-gpu|image compression模块和image caption模块|高长生_gaocs|2019.11.19|
@@ -171,7 +170,6 @@
 |**xushx_hrnet_detail_pytorch_1.2|pengjl-cu100-py36-torch12|pytorch1.2和hrnet相关库|徐顺鑫_xushx|2020.4.7|
 |*huangwei2-auto-emseg-v4.7|nvidia/cuda:9.0-cudnn7-devel-ubuntu16.04|新增gala包和mahotas包|黄炜_huangwei2|2020.4.8|
 |wuct-py37-theano104|zhangzy-py37-torch101|theano1.0.4，pygpu0.7|吴慈霆_wuct|2020.4.16|
-|yanggang-braimg-keras416|deepo_9|simpleITK ,pydicom,nibabel,keras_contrib,opencv-python,pyradiomics,tqdm,ants,nipype,progressbar,pytables,更改scipy版本为1.2，matplotlib为3.1.1，numpy为1.14.3，cmake升级到3.17|阳港_yanggang|2020.4.16|
 |**lipw-mmdet-solo-cuda10.1|pytorch/pytorch:1.4-cuda10.1-cudnn7-devel|SOLO|李沛为_lipw|2020.4.16|
 |*yinyf-deeplab-pytorch1.2|yinyf-irn-pytorch1.1|pytorch1.2, tensorflow, torchvision|尹宇飞_yinyf|2020.4.16|
 |*yinyf-deeplab-pytorch1.4|yinyf-irn-pytorch1.1|pytorch1.4, tensorflow|尹宇飞_yinyf|2020.4.16|
@@ -258,22 +256,18 @@
 |xqk-py3.7-pytorch1.6-geometric-cu10.1|pytorch1.6.0-cuda10.1-cudnn7-runtime|geometric和常用的包|谢乔康_xieqk|2021.3.22|
 |fh_py37_pyt151|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|pytorch1.5.1,cuda10.1,rawpy,timm,einops|冯浩_fenghao|2021.3.24|
 |zhuqi_mmdet|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|pytorch1.5.0,cuda10.1,mmdet,mmcv|朱齐_zhuqi|2021.3.25|
-|luoxin_py3.8_pytorch1.8_cu11.1_lightning_hydra|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|pytorch1.8,cuda11.1,py3.8,lightning,hydra|罗鑫_luoxin|2021.3.26|
 |wangqz_detection2.10.0|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|torch1.6.0, torchvision0.7.0, mmdetection2.10.0|王钦正_wangqz|2021.3.27|
 |liht_cuda11|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|pytorch1.8.0, cudca11.1, timm|liht|2021.3.28|
 |liht_transformer|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|pytorch1.7.1, cudca10.1, timm, opencv_python|liht|2021.4.21|
-|luoxin_py3.8_pytorch1.8_cu10.2_lightning_hydra|pytorch/pytorch:1.8.0-cuda10.2-cudnn8-runtime|pytorch1.8,cuda11.1,py3.8,lightning,hydra,opencv,lpips,torchmetrics|罗鑫_luoxin|2021.4.22|
 |maoyy_stark_1.0|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|pytorch1.8.0,cuda11.1,opencv-python|毛云垚_maoyy|2021.4.25|
 |maoyy_pytracking_3.0|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|miniconda环境，ninja-build，libturbojpeg,torch,torchvision|毛云垚_maoyy|2021.4.26|
 |zhanght3_torch11_cuda10_py27|nvidia/cuda:10.0-cudnn7-runtime-ubuntu16.04|pytorch1.1, python2.7|张铧天_zhanght3|2021.4.29|
 |wangxw_minkow_sparse|nvidia/cuda:10.1-cudnn7-devel-ubuntu18.04|MinkowskiEngine0.5.1, TorchSparse1.1.0|王孝文_wangxw|2021.5.7|
 |limx_segmentation_torch1.5_cuda10|ubuntu18.04_cuda10.1_devel_cudnn7|semantic segmentation 常用包|李明星_limx|2021.5.8|
-|xingmt_torch11_cuda101_mmcv|ubuntu18.04_cuda10.1_devel_cudnn7|torch1.1.0, mmcv|行梦婷_xingmt|2021.5.8|
 |syed-gan-contrad|bit:5000/ubuntu18.04_cuda11.1_devel_cudnn8|tensorflow1.14, opencv-python, scipy, ninja|SYED_syed|2021.5.10|
 |yangkw_robustness_apex|nvidia/cuda:10.1-cudnn7-devel-ubuntu18.04|robustness, apex, wandb|杨锴文_yangkw|2021.5.11|
 |zhangjj_allennlp_torch151_apex_mongodb|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|allennlp, torch1.5.1,apex,pymong|张菁菁_zhangjj|2021.5.12|
 |zhouhao_pytorch1.8.1_ctc|pytorch/pytorch:1.8.1-cuda11.1-cudnn8-devel|warp-ctc, ctcdecode|孙豪鑫_sunhx|2021.5.13|
-|wangshuo_troch1.6.0_vision0.7.0_mmdet_v1|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|torch1.6.0, mmdet, torchvision0.8.0|王硕_wangshuo|2021.5.14|
 |syed_allgans|bit:5000/ubuntu18.04_cuda11.1_devel_cudnn8|tensorflow1.14, opencv-python, scipy, ninja, cython, gpustat|SYED_syed|2021.5.15|
 |chenzihao_pytorch1.7.1-cuda10.1-runtime|nvidia/cuda:10.1-runtime-ubuntu18.04|pytorch1.7.1, graphviz|陈子豪_chenzihao|2021.5.17|
 |lantx_mmocr|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|torch1.5.0,mmocr|兰天翔_lantx|2021.5.17|
@@ -294,7 +288,6 @@
 |guoxs_torch1.5_cuda101_cudnn7_mmcv|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|mmcv1.3.5,cv2,cython,tensorboard|郭雪松_guoxs|2021.6.8|
 |fengrs-torch1.8.1|pytorch/pytorch:1.8.1-cuda10.2-cudnn7-devel|cupy,lmdb,matplotlib,omegaconf,streamlit,range-coder|冯润森_fengrs|2021.6.9|
 |malf-cuda111-torch181|nvidia/cuda:11.1-cudnn8-devel-ubuntu18.04|apex,opencv,tensorboardX|马凌峰_malf|2021.6.15|
-|zhangjun_cr_torch1.5_cuda10.1_v2|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|six,h5py,pillow|张军_zhangjun|2021.6.16|
 |liuxy_gnn_emseg_cuda11|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-devel|SimpleITK,mahotas|刘孝雨_liuxy|2021.6.16|
 |wangyx_torch11_cuda10_mmcv|nvidia/cuda:10.2-cudnn7-devel-ubuntu18.04|mmcv0.2.12,torch1.1|王裕鑫_wangyx|2021.6.21|
 |chenzw_torch1.5.1_cu10.1_py3.7_attgan_2|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|torch1.5.1,torchvision0.6.1,nltk3.0|陈卓为_chenzw|2021.6.22|
@@ -305,14 +298,11 @@
 |changwj_jax_cuda110|tensorflow/tensorflow:2.4.2-gpu|jax, jaxlib|常文杰_changwj|2021.7.22|
 |chenzw_xmc_gan_google|nvidia/cuda:10.2-cudnn7-devel-ubuntu18.04|torch1.8.1,tensorflow2.5.0,flax0.3.3|陈卓为_chenzw|2021.7.29|
 |wengwm-pytorch1.7.1-cuda11.1-mink-v1|nvidia/cuda:11.1-cudnn8-devel-ubuntu18.04|minkowskiengine|翁文明_wengwm|2021.8.3|
-|luoxin_pytorch1.8_cu11.1_lightning1.4_hydra1.1_lpips|nvidia/cuda:11.1-cudnn8-devel-ubuntu18.04|lightning1.4, hydra1.1|罗鑫_luoxin|2021.8.4|
 |xieqk-py3.8-pytorch17-action-cu102|nvidia/cuda:10.2-cudnn7-runtime-ubuntu18.04|pytorch1.7+cu10.2+pyslowfast|谢乔康_xieqk|2021.8.4|
 |ltx_master|nvidia/cuda:10.2-cudnn7-devel-ubuntu18.04|nltk,natsort,fire|兰天翔_lantx|2021.8.5|
 |zhuqi_torch_basic|nvidia/cuda:10.2-cudnn7-devel-ubuntu18.04|pytorch1.5+basicsr|朱齐_zhuqi|2021.8.12|
 |qith-detectron2_v0.1.3|nvidia/cuda:10.2-cudnn7-devel-ubuntu18.04|pytorch1.5+cuda10.2+detectron2_v0.1.3|齐天浩_qith|2021.8.12|
-|liuchang-py36-torch12-cuda10|nvidia/cuda:10.2-cudnn7-devel-ubuntu18.04|pytorch1.2.0,torchvision0.4.0|刘畅_liuchang|2021.8.13|
 |wangyx_torch181_py38_visionlan|nvidia/cuda:11.1-cudnn8-devel-ubuntu18.04|torch1.8.1,python3.8.9|王裕鑫_wangyx|2021.8.17|
-|pucd_miniconda3_openslide|nvidia/cuda:10.2-cudnn7-devel-ubuntu18.04|pytorch1.8.0,cuda10.2,python3.7.6,openslide,openslide-python|普成道_pucd|2021.8.18|
 |lijm-torch1.8-cuda10.2-cudnn7|nvidia/cuda:10.2-cudnn7-devel-ubuntu18.04|albumentations,h5py|李家铭_lijm|2021.8.19|
 |yangqw_torch12_cuda92_cnt|nvidia/cuda:9.2-cudnn7-devel-ubuntu16.04|pytorch1.2,torchvision0.5.0|杨权威_yangqw|2021.8.22|
 |pengjl_asicsr|nvidia/cuda:10.1-cudnn7-devel-ubuntu18.04|pytorch1.7.1,basicSR|彭佳伦_pengjl|2021.8.26|
@@ -332,7 +322,6 @@
 |xiaozy_dain-pytorch1.1-cuda|pytorch/pytorch:1.1.0-cuda10.0-cudnn7.5-devel|DAIN ffmpeg|肖泽宇_xiaozy|2021.9.16|
 |pengjl_cu11_torch19_basicsr|nvidia/cuda:11.1-cudnn8-devel-ubuntu18.04|pytorch1.9.0,basicsr|彭嘉伦_pengjl|2021.9.17|
 |duyc_pytorch1.7-cuda10.1-apex-timm0.3.2-faiss-augly|bit:5000/ubuntu18.04_cuda10.1-devel_cudnn7|apex,timm,augly,faiss|杜永超_duyc|2021.9.19|
-|wangshuo_torch1.6.0_vision0.7.0_mmdet_v3|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|mmdetection,timm|王硕_wangshuo|2021.9.21|
 |wangyx-torch12-cuda92|bit:5000/wangyx-torch12-cuda92|nvidia/cuda:9.2-cudnn7-devel-ubuntu16.04|sklearn|王裕鑫_wangyx|2021.9.22|
 |xujy-cu92-t171-xl|cu90nvida/cuda:9.2-cudnn7-devel-ubuntu16.04|pycore,pytorch1.7.1|徐静远_xujy|2021.9.22|
 |xingmt_cu101_mmcv|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|torch,mmcv,opencv-python|行梦婷_xingmt|2021.9.22|
@@ -342,13 +331,10 @@
 |yinyf-cuda10-dance|nvidia/cuda:10.1-cudnn7-devel|pytorch1.4.0,cython,tqdm|尹宇飞_yinyf|2021.9.27|
 |liuqs-torch1.9-cuda10.20-py3.7-quip|bit:5000/ubuntu16.04_cuda10.2_devel_cudnn7|pytorch1.9,pygase|刘泉晟_liuqs|2021.9.27|
 |huangmq_cuda11_transformer|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-devel|pytorch_lightning sentence-transformers senticepiece|黄梦琪_huangmq|2021.9.28|
-|torch1.8.1_cuda11.1_clip_lighting_t2i|pytorch/pytorch:1.18.1-cuda11.1-cudnn8-devel|nltk,torchfile,clip,pytorch-lighting|陈卓为_chenzw|2021.9.28|
-|lizc_cu110_mmcv|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-devel|torch,mmcv,opencv-python|李子诚_lizc|2021.9.29|
 |huangmq_styleg_transformer|nvidia/pyotorch:20.12-py3|pytorch1.8,cuda11nvidia cuda kernels|黄梦琪_huangmq|2021.9.30|
 |zhanyc2_vit_ssl|ubuntu18.04_cuda10.1_devel_cudnn7|torch,mmcv,timm,deepspeed,apex|占语承_zhanyc2|2021.10.6|
-|lizc_cu110_mmcv|pytorch/pytorch1.7.1-cuda11.0-cudnn8-devel|mmcv|李子诚_lizc|2021.10.8|
+|lizc_cu110_mmcv|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-devel|torch,mmcv,opencv-python|李子诚_lizc|2021.10.8|
 |huyc_fcenet|pytorch/pytorch:1.6.0-cuda10.1-cudnn7-devel|fcenet相关|胡煜程_huyc|2021.10.8|
-|qith-mmdet_v280|pytorch/pytorch:1.6.0-cuda10.1-cudnn7-devel|torch1.6.0,tensorboard,mmdet 2.8.0,mmcv1.2.7,mmpycocotools-12.0.3,mmlvis-10.5.3|齐天浩_qith|2021.10.13|
 |cjh_torch1.7.1_vision0.8.2_cuda11.1_mmcv1.3.8_v1|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|torch,mmcv,timm|常家豪_changjh|2021.10.18|
 |zhanght2_NIC|ubuntu:16.04|torch1.3,AE,ffmpeg|张昊田_zhanght2|2021.10.18|
 |huangzhen_torch17_cuda101_py37|ubuntu:16.04|torch1.7.1,torchvision0.8.2,tensorboard,yacs,fvcore|黄振_huangzhen|2021.10.20|
@@ -358,7 +344,6 @@
 |linfc-cuda102-torch18|pytorch/pytorch:1.8.1-cuda10.2-cudnn7-devel|opencv,tensorboard,virtualenv|林凡超_linfc|2021.10.22|
 |zhuqi_basicsr_30|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|basicsr1.3,torch1.8.2,torchvision0.9.2|朱齐_zhuqi|2021.10.24|
 |zhangjh_torch1.7.1_torchvision0.8.2_cuda10.1_timm|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|torch1.7.1|torchvision0.8.2,tensorboard2.3.0,timm|张景皓_zhangjh|2021.10.24|
-|lirui_torch1.5_cuda10.1_corr|ubuntu18.04_cuda10.1_devel_cudnn7|dalle,attr|李锐_lirui|2021.10.25|
 |yurx_torch1.8.0_cuda11|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|librosa,soudfile,ffmpeg|于润祥_yurx|2021.10.26|
 |list-pytorch-distributed-quadprog|nvidia/cuda:10.1-cudnn7-devel-ubuntu18.04|mpi4py,quadprog|李双彤_list|2021.10.27|
 |guoxs_sr|ubuntu18.04_cuda10.1_devel_cudnn7|torch1.8,cuda10.2,torchvision0.9,basicsr|郭雪松_guoxs|2021.10.28|
@@ -367,8 +352,119 @@
 |xujj2_torch171_cuda110_wsss|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-devel|mxnet,dlib|徐建军_xujj2|2021.10.29|
 |caocz_torch1.7|ubuntu18.04_cuda10.1_devel_cudnn7|pre-commit,progress,mlflow|曹成志_caocz|2021.11.1|
 |quyd-torch110-cuda101-stylegan2|ubuntu18.04_cuda10.1_devel_cudnn7|torch1.10,fire,aim|屈亚东_quyd|2021.11.2|
-|jf_py38_torch1.7|ubuntu18.04_cuda10.1_devel_cudnn7|gym,seaborn,numpy|江帆_jiangfan|2021.11.3|
-|yuhu_basicsr_30|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|opencv-python,mmcv,basicsr|俞虎_yuhu|2021.11.5|
 |zhuyn_py3.7_pytorch1.8.1_cuda11.1_runtime_wand|pytorch/pytorch:1.8.1_cuda11.1_runtime|wand,libmagickwand-dev|朱雨南_zhuyn|2021.11.8|
-|lihl_cu111_pvraft|pytorch/pytorch:1.8.1_cuda11.1_runtime|pvraft|李翰林_lihl|2021.11.9|
-|niezw_pytorch180_cuda111_py38_mmcv|pytorch/pytorch:1.8.0_cuda11.1_runtime|mmcv,numpy|聂志文_niezw|2021.11.10
+|niezw_pytorch180_cuda111_py38_mmcv|pytorch/pytorch:1.8.0_cuda11.1_runtime|mmcv,numpy|聂志文_niezw|2021.11.10|
+|yanggang-depo1111|deepo_9|simpleitk,tqdm,pydicom,pyrediomics,pytables,opencv-python,thop,ml-collections|阳港_yanggang|2021.11.11|
+|wangqz_py3.9_torch1.8.0|ubuntu18.04_cuda10.2_devel_cudnn7|python3.9.0 torch1.8.0|王钦正_wangqz|2021.11.13|
+|jf_py38_torch17|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|pytorch1.7.1,gym,open_spiel|江帆_jiangfan|2021.11.14|
+|zhujy_sc_net|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-devel|numba,mrcfile,topaz-em|朱佳莹_zhujy|2021.11.16|
+|huxm_fasttext|nvidia/cuda:11.0-cudnn8-devel-ubuntu18.04|fasttext,gensim,joblib|胡效鸣_huxm|2021.11.16|
+|yurx_cuda10.2_torch1.10.0_lib|pytorch/pytorch:1.8.1-cuda10.2-cudnn7-runtime|librosa,soundfile,pesq,pystoi|于润祥_yurx|2021.11.19|
+|qic_imaginaire_v1|ubuntu18.04_cuda10.1_devel_cudnn7|py3.8,torch1.9|陈琪_chenqi|2021.11.22|
+|wangky-py37-pytorch15-v2|pytorch/pytorch:1.5-cuda10.1-cudnn7-devel|opencv-contrib-python-headless,cupy|wangky|2021.11.24|
+|lihb_spiking_pytorch|pytorch/pytorch:1.9.1-cuda11.1-cudnn8-runtime|opencv,tensorboard,h5py,sklearn|李和倍_lihb|2021.11.24|
+|xuhai_cu11_torch18_med_seg|nvidia/cuda:11.0-cudnn8-devel-ubuntu18.04|nibabel,dicom2nifti,scikit-learn,tensorboardx|徐海_xuhai|2021.11.24|
+|changjh_torch1.7.1_vision0.8.2_cuda11.1_mmcv1.3.8_v1|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|torch,mmcv,timm|常家豪_changjh|2021.11.26|
+|shangzh_pytorch1.8|pytorch/pytorch:1.8.0-cuda11.1-cudnn8|hdf5storage,einops|尚志华_shangzh|2021.11.28|
+|qith-mmdet_v280_torch170_cuda110|pytorch/pytorch:1.7.0-cuda11.0-cudnn8-devel|mmcv1.2.7,mmdet2.8.0,mmlvis,mmpycocotools|齐天浩_qith|2021.11.30|
+|shengxh_pytorch171|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-runtime|ffmpeg,pytorch_msssim|盛锡华_shengxh|2021.12.5|
+|yangzz_torch1.3.0|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|torch1.3.0,torchvision0.4.1,opencv-python,scikit-learn,numba|杨子正_yangzz|2021.12.8|
+|zhangyx-fastda-cu102-pytorch1.10.0|pytorch/pytorch:1.8.1-cuda10.2-cudnn7-runtime|mm系列,fastda|张焱鑫_zhangyx|2021.12.9|
+|liuqs-torch1.9-cuda11.1-py3.8-se3-in|pytorch/pytorch:1.9.1-cuda11.1-cudnn8-runtime|apsw,tensorboardx|刘泉晟_liuqs|2021.12.9|
+|julx-tensor2.3-py3.7|ubuntu16.04_cuda10.2_devel_cudnn7|py3.7,tensorflow2.3|巨刘雪_julx|2021.12.10|
+|zhoulin_torch171|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-runtime|torch1.7.1|周林_zhoulin|2021.12.10|
+|changwj_cuda111|pytorch/pytorch:1.8.1-cuda11.1-cudnn8-devel|trimesh,opencv|常文杰_changwj|2021.12.14|
+|pucd_eegdti|ubuntu16.04_cuda10.2_devel_cudnn7|eegdti|普成道_pucd|2021.12.14|
+|yueli_cuda_11_1|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-devel|cython,scikit-image|李越_liyue|2021.12.15|
+|wangkr_torch11_cuda101|ubuntu18.04_cuda10.1_devel_cudnn7|cython,scikit-learn|王柯然_wangkr|2021.12.16|
+|chenxh_py3.8_torch_1.8_cu11.1|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|cupy,lmdb,cv2|陈西豪_chenxh|2021.12.16|
+|wanzy2_torch181_cuda111|/pytorch:1.8.1-cuda11.1-cudnn8-runtime|pytorch-geometric,cv2,visdom,lmdb,h5py|万增余_wanzy2|2021.12.16|
+|wangyx_torch17_cuda11_v5|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-devel|timm,opencv,pycocotools,libgl1-mesa-glx,libglib2.0-dev,shapely|王裕鑫_wangyx|2021.12.16|
+|zhangjun_cr_torch1.5_cuda10.1_v3|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|six,h5py,pillow,mat4py|张军_zhangjun|2021.12.18|
+|lantx_deep3|pytorch/pytorch:1.9.1-cuda11.0-cudnn8-runtime|thop|兰天翔_lantx|2021.12.21|
+|tangcb_torch1.0_cuda10.0_correlation|pytorch/pytorch: 1.0.1-cuda10.0-cudnn7-devel|correlation_cuda|唐传波_tangcb|2021.12.21|
+|shengxh_torch171_cuda111_mink051|nvidia/cuda:11.1-cudnn8-devel-ubuntu18.04|torchac,h5py,minkowski|盛锡华_shengxh|2021.12.22|
+|liubj_pugan|nvidia/cuda:9.0-cudnn7-devel-ubuntu16.04|tensorflow,open3d|刘泊君_liubj|2021.12.22|
+|xingmt_detectron2_torch18|ubuntu18.04_cuda10.1_devel_cudnn7|torch1.8,detectron2_v0.6,timm,detectron2|行梦婷_xingmt|2021.12.23|
+|zhaowc_py1.8_cuda11_signpretrain|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|signlib|赵伟超_zhaowc|2021.12.26|
+|yuhu_basicsr_30_v3|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|DCNv2,opencv-python,mmcv,basicsr,positional_encodings,timm,tensorboardx|俞虎_yuhu|2021.12.31|
+|shengxh_ffmpeg_openh264|ffmpeg_openh264|openh264,ffmpeg|盛锡华_shengxh|2021.12.31|
+|hupy-ccgan2.0-torch1.7-tensor2.4-cuda11.0|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-devel|ase,sklearn,scoremodel|胡佩瑶_hupy|2022.1.3|
+|chenxh_py3.8_torch171|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-runtime|einops,torch-fidelity,pytorch-lightning|陈西豪_chenxh|2022.1.4|
+|shigg_py36_torch1.7|ubuntu18.04_cuda10.1_devel_cudnn7|timm,blobfile,einops|时格格_shigg|2022.1.5|
+|huangmq_pl156_torch171_cuda11|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-devel|timm,einops,sentence_transformer,pytorch_lightning,omegaconf|黄梦琪_huangmq|2021.1.5|
+|lirui_torch1.8_cuda11.1_mmedit|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|mmedit|李锐_lirui|2022.1.5|
+|lijch_dev18_0.5|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-runtime|opencv,jupyterlab|tensorboardx|李家丞_lijch|2022.1.6|
+|wangyh2_py38_torch18_cuda101|nvidia/cuda:10.1-cudnn7-devel-ubuntu18.04|opencv,einops,tensorboardx|王勇惠_wangyh2|2022.1.7|
+|hecj_torch1.1_cuda9.0_alphapose|nvidia/cuda:9.0-cudnn7-devel-ubuntu16.04|alphapose|贺楚景_hecj|2022.1.7|
+|chengjj2_py37_torch1.5.0_dgcn|ubuntu18.04_cuda10.1_devel_cudnn7|gcn,dgl,faiss,absl|陈家驹_chengjj2|2022.1.7|
+|xingmt_torch16_mmcv1.3_mmdet|nvidia/cuda:10.1-cudnn7-devel-ubuntu18.04|mmcv-full=1.3,mmdet,torch1.6|行梦婷_xingmt|2022.1.14|
+|changwj_cuda111|pytorch/pytorch:1.8.1-cuda11.1-cudnn8-devel|tensorboardx,scikit-image|常文杰_changwj|2022.1.15|
+|yanggang-deepo20220115|deepo_9|simpletik,tqdm,pydicom,opencv-python,thop,ml-collections,pytorch-lightning|阳港_yanggang|2022.1.15|
+|lixh_mmdet_solo1|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|pycocotools,mmdet|李晓晗_lixh|2022.1.16|
+|shengxh_tf13|tensorflow/tensorflow:1.14.0-gpu-py3| Pallow和tensorflow_compression|盛锡华_shengxh|2022.1.17|
+|chengjj2_py37_torch1.5.0_cuda10.1_dgcn|ubuntu18.04_cuda10.1_devel_cudnn7|gcn,dgl,faiss,absl|陈家驹_chengjj2|2022.1.18|
+|wangzd_transir_v2|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|natsort,timm,einops,tensorboardx|王震东_wangzd|2022.1.18|
+|liuyt_torch1.7.0|pytorch/pytorch:1.7.0-cuda11.0-cudnn8-runtime|cv2,tables,pandas|刘宇桐_liuyt2|2022.1.19|
+|guoxs_cuda111_cudnn8_torch1.7.1_mmcv1.4|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|mmdet,mmcv|郭雪松_guoxs|2022.1.20|
+|yueli_cuda_10_2|pytorch/pytroch:1.9.0-cuda10.2-cudnn7-devel|prefetch-generator|李越_liyue|2022.1.21|
+|guoxin_torch1.9_basicsr|nvidia-cuda11.3.1-cudnn8-devel-ubuntu18.04|pytorch1.9,basicsr|郭鑫_guoxin|2022.1.21|
+|wjd_mmocr_1.7.1_cuda11.0|coxwave/1.7.1-cuda11.3-cudnn8-runtime|mmcv,mmdet|王津东_wangjd|2022.1.29|
+|qic_emseg_torch1.7_v1|pytorch/pytorch:1.8.1-cuda11.1-cudnn8-devel|pytorch1.9,emseg,pathos,numexpr|陈琪_chenqi|2022.2.1|
+|hupy_pymatgen2|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-devel|pymatflow,matgen,tensorflow2.4,numpy|胡佩瑶_hupy|2022.2.6|
+|liuyutongv4|pytorch/pytorch:1.1.0-cuda10.0-cudnn7.5-devel|easydict,cv2,h5py,pandas,prefetch_generator|刘宇桐_liuyt2|2022.2.6|
+|sunch-adv-torch18|pytorch/pytorch:1.10.0-cuda11.3-cudnn8-runtime|robustness,lightning-bolts|孙诚昊_sunch|2022.2.9|
+|libc_imsr_torch110|nvcr.io/nvidia/pytorch:21.08-py3|pytorch1.9.1,tqdm,yaml,opencv-python,ninja,imageio-ffmpeg==0.4.4|李秉宸_libc|2022.2.9|
+|zhm-py36-torch12|pytorch/pytorch:1.2-cuda10.0-cudnn7-devel|imageio,tensorboard|曾慧敏_zenghm|2022.2.9|
+|lixh_panet_torch0.4.0|ubuntu18.04_cuda10.1_devel_cudnn7|pyyaml,torch0.4.0,packaging,pycocotools,tensorboardX|2022.2.10|
+|xingmt_torch11_cuda101_mmcv_v3|ubuntu18.04_cuda10.1_devel_cudnn7|torch1.1.0, mmcv|行梦婷_xingmt|2022.2.10|
+|lixh_adet_cuda10.2_pytorch1.5.1|ubuntu18.04_cuda10.2_devel_cudnn7|tqdm,tensorboard,scikit-image, pytorch|2022.2.14|
+|sunch_medical_timm5|pytorch/pytorch:1.10.0-cuda11.3-cudnn8-runtime|seaborn,timm|孙诚昊_sunch|2022.2.16|
+|zhanyc2_vit_ssl_cu10detseg|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-devel|mmdetection,timm,apex,mmsegmentation|占语承_zhanyc2|2022.2.16|
+|quyd-torch17-cuda101-mmdet|ubuntu18.04_cuda10.1_devel_cudnn7|torch1.7.1,mmcv|屈亚东_quyd|2022.2.24|
+|xujj2_torch171_cuda110_ocr|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-devel|mmdet,mmcls,mxnet|徐建军_xujj2|2022.3.1|
+|kaidc_eavfi_torch106_nv111|nvidia/cuda:11.1-cudnn8-devel-ubuntu18.04|pyyaml,vid2e|开大纯_kaidc|2022.3.6|
+|liuchang_torch1.8_cuda10.2_blobfile_mpi4py|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|blobfile,mpi4py,torch1.8|刘畅_liuchang|2022.3.8|
+|kaidc_eavfi_torch106_nv102|nvidia/cuda:10.2-cudnn7-devel-ubuntu18.04|pyyaml,vid2e|开大纯_kaidc|2022.3.8|
+|luoxin_py3.8_pytorch1.10.0_cu10.2_lightning1.5.10_hydra_ninja_mmcv|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|pytorch,lightning,hydra,ninja,albumentations,mmcv,opencv,lmdb|罗鑫_luoxin|2022.3.9|
+|qith_mmdet_v240_causal|pytorch/pytorch:1.6.0-cuda10.1-cudnn7-devel|mmcv1.1.6,mmdet2.4.0,mmlvis,tensorboard,tqdm,matplotlib,sklearn,h5py|齐天浩_qith|2022.3.10|
+|zhujy_torch110_cu100|pytorch/pytorch:1.1.0-cuda10.0-cudnn7.5-devel|imageio,matplotlib,opencv-python|朱佳莹_zhujy|2022.3.10|
+|luoxin_py3.8_pytorch1.10.1_cu11.1_devel_lighnting1.5.10_hydra_mmcv|pytorch/pytorch:1.10.1-cuda11.1-cudnn8-devel|albumentations,mmcv,lighting,hydra,lmdb|罗鑫_luoxin|2022.3.11|
+|yurx_torch1.8_cu111_se|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|librosa,soundfile,audioread,mir_eval,tqdm|于润祥_yurx|2022.3.17|
+|hujj_mmdet|bit:5000/ubuntu18.04_cuda10.1_devel_cudnn7|mmcv-full1.4.0,mmdet2.22.0,opencv-python-headless4.5.5.64|胡佳杰_hujj|2022.3.18|
+|liyx_py3.8_torch1.11_transformers_sr|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|transformers,datasets,basicsr,timm,einops,requests|李一肖_liyx|2022.3.20|
+|wangyx_py3_t11_cuda_v3|pytorch/pytorch:1.1.0-cuda10.0-cudnn7.5-ruuntime|torch1.1,lmdb|王裕鑫_wangyx|2022.3.21|
+|wangzhd_torch1.8_cu111_se|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|miniconda3-visdom|汪之东_wangzhd|2022.3.22|
+|shensy_GLANet|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-devel|dominate|沈蜀媛_shensy|2022.3.24|
+|liubj_mmdet3d|pytorch/pytorch:1.6.0-cuda10.1-cudnn7-devel|mmcv,mmdet3d|刘泊君_liubj|2022.3.24|
+|liuchang_torch1.7_cuda10.1_clipasso_diffvg|ubuntu18.04_cuda10.1_devel_cudnn7|torch1.7,clipasso|刘畅_liuchang|2022.3.31|
+|lihl_pvraft|pytorch/pytorch:1.8.1_cuda11.1_runtime|pvraft,torch_scatter|李翰林_lihl|2022.4.1|
+|changjh_mmdet3d_torch1.7.1_v1|pytorch/pytorch:1.8.1-cuda11.1-cudnn8-devel|mmdet3d|常家豪_changjh|2022.4.6|
+|jf_py38_torch18_cu11|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|opencv|江帆_jiangfan|2022.4.6|
+|xugk_tf2.5.0|pytorch/pytorch:1.8.1-cuda11.1-cudnn8-devel|tensorflow2.5.0|徐光锴_xugk|2022.4.6|
+|liuchang_torch1.7_cuda11.0_minkowskiengine_torchac|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-runtime|torch1.7.1,apex|minkowskiengine,torchac|刘畅_liuchang|2022.4.7|
+|xiaozy_mmcv|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|mmcv|肖泽宇_xiaozy|2022.4.10|
+|lirui_torch1.8_cuda11.1_corres_v2|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|dalle,attr,mmcv|李锐_lirui|2022.4.12|
+|yangbo_py36_torch17|ubuntu18.04_cuda10.1_devel_cudnn7|dgl|时格格_shigg|2022.4.16|
+|shengxh_pytorch191-py37-git|pytorch/pytorch:1.9.1-cuda11.0-cudnn8-runtime|ffmpeg,pytorch_msssim,git|盛锡华_shengxh|2022.4.16|
+|xushx_torch12tf114cuda11|nvidia/cuda:11.1-cudnn8-devel-ubuntu18.04|torch12,tf1.14|徐顺鑫_xushx|2022.4.16|
+|tangcb_dcvc_1|nvidia/cuda:11.1-cudnn8-devel-ubuntu18.04|dcvc,correlation_cuda|唐传波_tangcb|2022.4.17|
+|liuchang_torch1.9_cuda10.2_pylightning_transformers|ubuntu18.04_cuda10.2_devel_cudnn7|torch1.9,transformers,lightning|刘畅_liuchang|2022.4.18|
+|lizc_torch18_detectron2|nvidia/cuda:10.1-cudnn7-devel-ubuntu16.04|torch,opencv-python,detectron2|李子诚_lizc|2022.4.18|
+|qiuxy_torch1.7.1_v1|pytorch/pytorch:1.8.0-cuda11.1-cudnn8-runtime|torch,opencv-python|邱小雨_qiuxy|2022.4.19|
+|wangshuo_torch1.7.1_vision0.8.2_cuda11.1_mmdet3d_mmcv1.3.17|pytorch/pytorch:1.8.1-cuda11.1-cudnn8-devel|torch,mmdet3d|王硕_wangshuo|2022.4.22|
+|wangshuo_torch1.9.0_vision0.10.0_cuda11.1_mmdet3d_mmcv1.5.0|pytorch/pytorch:1.8.1-cuda11.1-cudnn8-devel|torch,mmdet3d|王硕_wangshuo|2022.4.23|
+|huangmq_vqgan_multitask|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-devel|ftfy,lpips,pycocotools,albumentations1.1.0,pytorch_lightning1.5.6|黄梦琪_huangmq|2022.4.23|
+|wangky_py171_imagenetvid_v4|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-devel|imagenet,vid|wangky|2022.4.29|
+|jf_laneatt|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-devel|opencv-python,laneatt|江帆_jiangfan|2022.4.30|
+|limx_pytorch1.9_mae|pytorch/pytorch:1.9.0-cuda10.2-cudnn7-devel|mae|李明星_limx|2022.5.2|
+|jf_poly|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-devel|poly|江帆_jiangfan|2022.5.4|
+|wangzd_torch1.7.1-cuda11.0-cudnn8|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-devel|ftcn|王震东_wangzd|2022.5.6|
+|luoxin_py3.8_pytorch1.10.1_cu11.3_devel_lighnting_hydra_mmcv_wandb_timm_v2|pytorch/pytorch:1.10.1-cuda11.3-cudnn8-devel|wandb,albumentations,mmcv,lighting,hydra,lmdb,timm,imageio-ffmpeg|罗鑫_luoxin|2022.5.7|
+|zhangkd_torch1.9_cuda11.1_corres_mmcv_cvbase_ffmpeg|pytorch/pytorch:1.8.1-cuda11.1-cudnn8-devel|cvbase,skimage,ffmpeg,torch1.9|张凯栋_zhangkd|202.5.7|
+|yanggang-py-cuda11-2022057|pytorch/pytorch:1.8.1-cuda11.1-cudnn8-devel|simpleitk,tqdm,opencv-python-thop,ml-collections,contextlib2,lightning|阳港_yanggang|2022.5.7|
+|huangmq_vector_quantization|pytorch/pytorch:1.7.1-cuda11.0-cudnn8-devel|lmdb,pycocotools,lpips,albumentations1.1.0,pytorch_lightning1.5.6|黄梦琪_huangmq|2022.5.10|
+|zjh_tf|cuda11.1-cudnn8-devel-ubuntu20.04|lmdb,imageio,tqdm|张景皓_zhangjh|2022.5.12|
+|chenzw_torch1.8.1_cuda11.1_clip_lighting_dalle_t2i|pytorch/pytorch:1.8.1-cuda11.1-cudnn8-devel|dalle,lmdb|陈卓为_chenzw|2022.5.17|
+|zhangkai_torch1.11_cuda11.2_xpool|nvidia/cuda:11.2.0-cudnn8-runtime-ubuntu18.04|libgl1-mesa-glx,einops,pycocotools,transformers,cupy-cuda112|张开_zhangkai|2022.5.18|
+|qith-mmdet_v2.24.1_torch190_cu111|pytorch/pytorch:1.9.0-cuda11.1-cudnn8-devel|mmcv1.5.1,mmdet2.24.1,lvis-api,tensorboard,sklearn,openmim|齐天浩_qith|2022.5.19|