369-vision-mamba-efficient-visual-representation-learning-with-bidirectional-state-space-model

https://github.com/szu-advtech-2024/369-vision-mamba-efficient-visual-representation-learning-with-bidirectional-state-space-model

Science Score: 13.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
  • DOI references
  • Academic publication links
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (2.0%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: SZU-AdvTech-2024
  • Default Branch: main
  • Size: 0 Bytes
Statistics
  • Stars: 0
  • Watchers: 0
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 1 year ago · Last pushed over 1 year ago
Metadata Files
Citation

https://github.com/SZU-AdvTech-2024/369-Vision-Mamba-Efficient-Visual-Representation-Learning-with-Bidirectional-State-Space-Model/blob/main/

# 
1. pythonMambacausal_conv1dmamba-1p1p1https://github.com/hustvl/Vim
2. SUN-SEGCVC-Clinic DB
3. scripts/config.py, 
4. python my_train.py, \experiments\xxx\ckpt_epoch_x.pth
5. python my_test.py, __main__ckpt


# tree
.
 eval
  dice_score.py
  eval.sh
  evaluator.py
  metrics.py
  __pycache__
   dice_score.cpython-310.pyc
   evaluator.cpython-310.pyc
   evaluator.cpython-36.pyc
   metrics.cpython-310.pyc
   metrics.cpython-36.pyc
  README.md
  vps_evaluator.py
 lib
  backbone
   CompressEncoder.py
   Decoder.py
   LightRFB.py
   pvt_v2.py
   __pycache__
    CompressEncoder.cpython-310.pyc
    Decoder.cpython-310.pyc
    LightRFB.cpython-310.pyc
    pvt_v2.cpython-310.pyc
    Res2Net_v1b.cpython-310.pyc
   Res2Net_v1b.py
  dataloader
   dataloader.py
   __init__.py
   preprocess.py
   __pycache__
    dataloader.cpython-310.pyc
    dataloader.cpython-36.pyc
    __init__.cpython-310.pyc
    __init__.cpython-36.pyc
    preprocess.cpython-310.pyc
    preprocess.cpython-36.pyc
   statistics.pth
  g_cascade
   decoders.py
   gcn_lib
    __init__.py
    pos_embed.py
    __pycache__
     __init__.cpython-310.pyc
     pos_embed.cpython-310.pyc
     torch_edge.cpython-310.pyc
     torch_nn.cpython-310.pyc
     torch_vertex.cpython-310.pyc
    torch_edge.py
    torch_nn.py
    torch_vertex.py
   maxxvit_4out.py
   models_timm
    beit.py
    byoanet.py
    byobnet.py
    cait.py
    coat.py
    convit.py
    convmixer.py
    convnext.py
    crossvit.py
    cspnet.py
    deit.py
    densenet.py
    dla.py
    dpn.py
    edgenext.py
    efficientformer.py
    efficientnet_blocks.py
    efficientnet_builder.py
    efficientnet.py
    factory.py
    features.py
    fx_features.py
    gcvit.py
    ghostnet.py
    gluon_resnet.py
    gluon_xception.py
    hardcorenas.py
    helpers.py
    hrnet.py
    hub.py
    inception_resnet_v2.py
    inception_v3.py
    inception_v4.py
    __init__.py
    layers
     activations_jit.py
     activations_me.py
     activations.py
     adaptive_avgmax_pool.py
     attention_pool2d.py
     blur_pool.py
     bottleneck_attn.py
     cbam.py
     classifier.py
     cond_conv2d.py
     config.py
     conv2d_same.py
     conv_bn_act.py
     create_act.py
     create_attn.py
     create_conv2d.py
     create_norm_act.py
     create_norm.py
     drop.py
     eca.py
     evo_norm.py
     fast_norm.py
     filter_response_norm.py
     gather_excite.py
     global_context.py
     halo_attn.py
     helpers.py
     __init__.py
     inplace_abn.py
     lambda_layer.py
     linear.py
     median_pool.py
     mixed_conv2d.py
     ml_decoder.py
     mlp.py
     non_local_attn.py
     norm_act.py
     norm.py
     padding.py
     patch_embed.py
     pool2d_same.py
     pos_embed.py
     __pycache__
      activations.cpython-310.pyc
      activations_jit.cpython-310.pyc
      activations_me.cpython-310.pyc
      adaptive_avgmax_pool.cpython-310.pyc
      blur_pool.cpython-310.pyc
      bottleneck_attn.cpython-310.pyc
      cbam.cpython-310.pyc
      classifier.cpython-310.pyc
      cond_conv2d.cpython-310.pyc
      config.cpython-310.pyc
      conv2d_same.cpython-310.pyc
      conv_bn_act.cpython-310.pyc
      create_act.cpython-310.pyc
      create_attn.cpython-310.pyc
      create_conv2d.cpython-310.pyc
      create_norm_act.cpython-310.pyc
      create_norm.cpython-310.pyc
      drop.cpython-310.pyc
      eca.cpython-310.pyc
      evo_norm.cpython-310.pyc
      fast_norm.cpython-310.pyc
      filter_response_norm.cpython-310.pyc
      gather_excite.cpython-310.pyc
      global_context.cpython-310.pyc
      halo_attn.cpython-310.pyc
      helpers.cpython-310.pyc
      __init__.cpython-310.pyc
      inplace_abn.cpython-310.pyc
      lambda_layer.cpython-310.pyc
      linear.cpython-310.pyc
      mixed_conv2d.cpython-310.pyc
      mlp.cpython-310.pyc
      non_local_attn.cpython-310.pyc
      norm_act.cpython-310.pyc
      norm.cpython-310.pyc
      padding.cpython-310.pyc
      patch_embed.cpython-310.pyc
      pool2d_same.cpython-310.pyc
      selective_kernel.cpython-310.pyc
      separable_conv.cpython-310.pyc
      space_to_depth.cpython-310.pyc
      split_attn.cpython-310.pyc
      split_batchnorm.cpython-310.pyc
      squeeze_excite.cpython-310.pyc
      std_conv.cpython-310.pyc
      test_time_pool.cpython-310.pyc
      trace_utils.cpython-310.pyc
      weight_init.cpython-310.pyc
     selective_kernel.py
     separable_conv.py
     space_to_depth.py
     split_attn.py
     split_batchnorm.py
     squeeze_excite.py
     std_conv.py
     test_time_pool.py
     trace_utils.py
     weight_init.py
    levit.py
    maxxvit.py
    mlp_mixer.py
    mobilenetv3.py
    mobilevit.py
    mvitv2.py
    nasnet.py
    nest.py
    nfnet.py
    pit.py
    pnasnet.py
    poolformer.py
    pruned
     ecaresnet101d_pruned.txt
     ecaresnet50d_pruned.txt
     efficientnet_b1_pruned.txt
     efficientnet_b2_pruned.txt
     efficientnet_b3_pruned.txt
    pvt_v2.py
    __pycache__
     beit.cpython-310.pyc
     features.cpython-310.pyc
     fx_features.cpython-310.pyc
     helpers.cpython-310.pyc
     hub.cpython-310.pyc
     __init__.cpython-310.pyc
     registry.cpython-310.pyc
     vision_transformer.cpython-310.pyc
    registry.py
    regnet.py
    res2net.py
    resnest.py
    resnet.py
    resnetv2.py
    rexnet.py
    selecsls.py
    senet.py
    sequencer.py
    sknet.py
    swin_transformer.py
    swin_transformer_v2_cr.py
    swin_transformer_v2.py
    tnt.py
    tresnet.py
    twins.py
    vgg.py
    visformer.py
    vision_transformer_hybrid.py
    vision_transformer.py
    vision_transformer_relpos.py
    volo.py
    vovnet.py
    xception_aligned.py
    xception.py
    xcit.py
   networks.py
   pvtv2.py
   __pycache__
    decoders.cpython-310.pyc
    maxxvit_4out.cpython-310.pyc
    networks.cpython-310.pyc
    pvtv2.cpython-310.pyc
    pyramid_vig.cpython-310.pyc
   pyramid_vig.py
  __init__.py
  mamba
   =1.1.0
   causal_conv1d
    =1.1.0
    AUTHORS
    build
     lib.linux-x86_64-cpython-310
      causal_conv1d_cuda.cpython-310-x86_64-linux-gnu.so
     temp.linux-x86_64-cpython-310
         build.ninja
         csrc
          causal_conv1d_bwd.o
          causal_conv1d_fwd.o
          causal_conv1d.o
          causal_conv1d_update.o
         .ninja_deps
         .ninja_log
    causal_conv1d
     causal_conv1d_interface.py
     __init__.py
     __pycache__
         causal_conv1d_interface.cpython-310.pyc
         __init__.cpython-310.pyc
    causal_conv1d_cuda.cpython-310-x86_64-linux-gnu.so
    causal_conv1d.egg-info
     dependency_links.txt
     PKG-INFO
     requires.txt
     SOURCES.txt
     top_level.txt
    csrc
     causal_conv1d_bwd.cu
     causal_conv1d_common.h
     causal_conv1d.cpp
     causal_conv1d_fwd.cu
     causal_conv1d.h
     causal_conv1d_update.cu
     static_switch.h
    LICENSE
    README.md
    setup.py
    tests
        test_causal_conv1d.py
   mamba-1p1p1
    assets
     selection.png
    AUTHORS
    benchmarks
     benchmark_generation_mamba_simple.py
    build
     lib.linux-x86_64-cpython-310
      selective_scan_cuda.cpython-310-x86_64-linux-gnu.so
     temp.linux-x86_64-cpython-310
         build.ninja
         csrc
          selective_scan
              selective_scan_bwd_bf16_complex.o
              selective_scan_bwd_bf16_real.o
              selective_scan_bwd_fp16_complex.o
              selective_scan_bwd_fp16_real.o
              selective_scan_bwd_fp32_complex.o
              selective_scan_bwd_fp32_real.o
              selective_scan_fwd_bf16.o
              selective_scan_fwd_fp16.o
              selective_scan_fwd_fp32.o
              selective_scan.o
         .ninja_deps
         .ninja_log
    csrc
     selective_scan
         reverse_scan.cuh
         selective_scan_bwd_bf16_complex.cu
         selective_scan_bwd_bf16_real.cu
         selective_scan_bwd_fp16_complex.cu
         selective_scan_bwd_fp16_real.cu
         selective_scan_bwd_fp32_complex.cu
         selective_scan_bwd_fp32_real.cu
         selective_scan_bwd_kernel.cuh
         selective_scan_common.h
         selective_scan.cpp
         selective_scan_fwd_bf16.cu
         selective_scan_fwd_fp16.cu
         selective_scan_fwd_fp32.cu
         selective_scan_fwd_kernel.cuh
         selective_scan.h
         static_switch.h
         uninitialized_copy.cuh
    evals
     lm_harness_eval.py
    .github
     workflows
         publish.yaml
    .gitignore
    .gitmodules
    LICENSE
    mamba_ssm
     __init__.py
     models
      config_mamba.py
      __init__.py
      mixer_seq_simple.py
      __pycache__
          config_mamba.cpython-310.pyc
          __init__.cpython-310.pyc
          mixer_seq_simple.cpython-310.pyc
     modules
      __init__.py
      mamba_simple.py
      __pycache__
          __init__.cpython-310.pyc
          mamba_simple.cpython-310.pyc
     ops
      __init__.py
      __pycache__
       __init__.cpython-310.pyc
       selective_scan_interface.cpython-310.pyc
      selective_scan_interface.py
      triton
          __init__.py
          layernorm.py
          __pycache__
           __init__.cpython-310.pyc
           layernorm.cpython-310.pyc
           selective_state_update.cpython-310.pyc
          selective_state_update.py
     __pycache__
      __init__.cpython-310.pyc
     utils
         generation.py
         hf.py
         __init__.py
         __pycache__
             generation.cpython-310.pyc
             hf.cpython-310.pyc
             __init__.cpython-310.pyc
    mamba_ssm.egg-info
     dependency_links.txt
     PKG-INFO
     requires.txt
     SOURCES.txt
     top_level.txt
    README.md
    selective_scan_cuda.cpython-310-x86_64-linux-gnu.so
    setup.py
    tests
        ops
            test_selective_scan.py
            triton
                test_selective_state_update.py
   mambanet2.py
   mambanet.py
   models_mamba.py
   pure_mambanet.py
   __pycache__
    mambanet2.cpython-310.pyc
    mambanet.cpython-310.pyc
    models_mamba.cpython-310.pyc
    pure_mambanet.cpython-310.pyc
    rope.cpython-310.pyc
    udfe.cpython-310.pyc
    vimnet.cpython-310.pyc
   rope.py
   test.py
   udfe.py
   vimnet.py
  module
   __init__.py
   LightRFB.py
   PNS
    PNS_Module
     CMakeLists.txt
     reference.cpp
     reference.h
     sa.cu
     sa_ext.cpp
     timer.h
     utils.h
    setup.py
   PNSPlusModule.py
   PNSPlusNetwork.py
   __pycache__
    __init__.cpython-310.pyc
    LightRFB.cpython-310.pyc
    PNSPlusModule.cpython-310.pyc
    PNSPlusNetwork.cpython-310.pyc
    Res2Net_v1b.cpython-310.pyc
   Res2Net_v1b.py
  __pycache__
   __init__.cpython-310.pyc
   __init__.cpython-36.pyc
  utils
   __init__.py
   __pycache__
    __init__.cpython-310.pyc
    __init__.cpython-36.pyc
    utils.cpython-310.pyc
    utils.cpython-36.pyc
   utils.py
  vmamba
      csms6s.py
      csm_triton.py
      mamba2
       __init__.py
       k_activations.py
       layernorm_gated.py
       layer_norm.py
       __pycache__
        __init__.cpython-310.pyc
        k_activations.cpython-310.pyc
        layernorm_gated.cpython-310.pyc
        ssd_bmm.cpython-310.pyc
        ssd_chunk_scan.cpython-310.pyc
        ssd_chunk_state.cpython-310.pyc
        ssd_combined.cpython-310.pyc
        ssd_minimal.cpython-310.pyc
        ssd_state_passing.cpython-310.pyc
       selective_state_update.py
       ssd_bmm.py
       ssd_chunk_scan.py
       ssd_chunk_state.py
       ssd_combined.py
       ssd_minimal.py
       ssd_state_passing.py
      __pycache__
       csms6s.cpython-310.pyc
       csm_triton.cpython-310.pyc
       vmamba.cpython-310.pyc
       vmambanet.cpython-310.pyc
      selective_scan
       build
        bdist.linux-x86_64
        lib.linux-x86_64-cpython-310
         selective_scan_cuda_core.cpython-310-x86_64-linux-gnu.so
         selective_scan_cuda_ndstate.cpython-310-x86_64-linux-gnu.so
         selective_scan_cuda_oflex.cpython-310-x86_64-linux-gnu.so
        temp.linux-x86_64-cpython-310
            build.ninja
            csrc
             selective_scan
                 cus
                  selective_scan_core_bwd.o
                  selective_scan_core_fwd.o
                  selective_scan.o
                 cusndstate
                  selective_scan_core_bwd.o
                  selective_scan_core_fwd.o
                  selective_scan_ndstate.o
                 cusoflex
                     selective_scan_core_bwd.o
                     selective_scan_core_fwd.o
                     selective_scan_oflex.o
            .ninja_deps
            .ninja_log
       csrc
        selective_scan
            cub_extra.cuh
            cus
             selective_scan_bwd_kernel.cuh
             selective_scan_core_bwd.cu
             selective_scan_core_fwd.cu
             selective_scan.cpp
             selective_scan_fwd_kernel.cuh
            cusndstate
             selective_scan_bwd_kernel_ndstate.cuh
             selective_scan_core_bwd.cu
             selective_scan_core_fwd.cu
             selective_scan_fwd_kernel_ndstate.cuh
             selective_scan_ndstate.cpp
             selective_scan_ndstate.h
            cusnrow
             selective_scan_bwd_kernel_nrow.cuh
             selective_scan_core_bwd2.cu
             selective_scan_core_bwd3.cu
             selective_scan_core_bwd4.cu
             selective_scan_core_bwd.cu
             selective_scan_core_fwd2.cu
             selective_scan_core_fwd3.cu
             selective_scan_core_fwd4.cu
             selective_scan_core_fwd.cu
             selective_scan_fwd_kernel_nrow.cuh
             selective_scan_nrow.cpp
            cusoflex
             selective_scan_bwd_kernel_oflex.cuh
             selective_scan_core_bwd.cu
             selective_scan_core_fwd.cu
             selective_scan_fwd_kernel_oflex.cuh
             selective_scan_oflex.cpp
            reverse_scan.cuh
            selective_scan_common.h
            selective_scan.h
            static_switch.h
            uninitialized_copy.cuh
       README.md
       selective_scan.egg-info
        dependency_links.txt
        PKG-INFO
        requires.txt
        SOURCES.txt
        top_level.txt
       setup.py
       test_selective_scan_easy.py
       test_selective_scan.py
       test_selective_scan_speed.py
      vmambanet.py
      vmamba.py
 README.md
 scripts
     add_image.py
     config.py
     eval_eff.py
     my_test.py
     my_train.py
     post_test.py
     __pycache__
         config.cpython-310.pyc
         config.cpython-36.pyc

87 directories, 484 files

Owner

  • Name: SZU-AdvTech-2024
  • Login: SZU-AdvTech-2024
  • Kind: organization

GitHub Events

Total
  • Push event: 1
  • Create event: 3
Last Year
  • Push event: 1
  • Create event: 3