├── LICENSE ├── README.md ├── VisorGPT.png ├── demo.gif ├── demo ├── ControlNet │ ├── controlnet.egg-info │ │ ├── PKG-INFO │ │ ├── SOURCES.txt │ │ ├── dependency_links.txt │ │ ├── requires.txt │ │ └── top_level.txt │ ├── controlnet │ │ ├── .gitignore │ │ ├── LICENSE │ │ ├── README.md │ │ ├── __init__.py │ │ ├── annotator │ │ │ ├── __init__.py │ │ │ ├── canny │ │ │ │ └── __init__.py │ │ │ ├── ckpts │ │ │ │ └── ckpts.txt │ │ │ ├── hed │ │ │ │ └── __init__.py │ │ │ ├── midas │ │ │ │ ├── __init__.py │ │ │ │ ├── api.py │ │ │ │ ├── midas │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── base_model.py │ │ │ │ │ ├── blocks.py │ │ │ │ │ ├── dpt_depth.py │ │ │ │ │ ├── midas_net.py │ │ │ │ │ ├── midas_net_custom.py │ │ │ │ │ ├── transforms.py │ │ │ │ │ └── vit.py │ │ │ │ └── utils.py │ │ │ ├── mlsd │ │ │ │ ├── __init__.py │ │ │ │ ├── models │ │ │ │ │ ├── mbv2_mlsd_large.py │ │ │ │ │ └── mbv2_mlsd_tiny.py │ │ │ │ └── utils.py │ │ │ ├── openpose │ │ │ │ ├── __init__.py │ │ │ │ ├── body.py │ │ │ │ ├── hand.py │ │ │ │ ├── model.py │ │ │ │ └── util.py │ │ │ ├── uniformer │ │ │ │ ├── __init__.py │ │ │ │ ├── configs │ │ │ │ │ └── _base_ │ │ │ │ │ │ ├── datasets │ │ │ │ │ │ ├── ade20k.py │ │ │ │ │ │ ├── chase_db1.py │ │ │ │ │ │ ├── cityscapes.py │ │ │ │ │ │ ├── cityscapes_769x769.py │ │ │ │ │ │ ├── drive.py │ │ │ │ │ │ ├── hrf.py │ │ │ │ │ │ ├── pascal_context.py │ │ │ │ │ │ ├── pascal_context_59.py │ │ │ │ │ │ ├── pascal_voc12.py │ │ │ │ │ │ ├── pascal_voc12_aug.py │ │ │ │ │ │ └── stare.py │ │ │ │ │ │ ├── default_runtime.py │ │ │ │ │ │ ├── models │ │ │ │ │ │ ├── ann_r50-d8.py │ │ │ │ │ │ ├── apcnet_r50-d8.py │ │ │ │ │ │ ├── ccnet_r50-d8.py │ │ │ │ │ │ ├── cgnet.py │ │ │ │ │ │ ├── danet_r50-d8.py │ │ │ │ │ │ ├── deeplabv3_r50-d8.py │ │ │ │ │ │ ├── deeplabv3_unet_s5-d16.py │ │ │ │ │ │ ├── deeplabv3plus_r50-d8.py │ │ │ │ │ │ ├── dmnet_r50-d8.py │ │ │ │ │ │ ├── dnl_r50-d8.py │ │ │ │ │ │ ├── emanet_r50-d8.py │ │ │ │ │ │ ├── encnet_r50-d8.py │ │ │ │ │ │ ├── fast_scnn.py │ │ │ │ │ │ ├── fcn_hr18.py │ │ │ │ │ │ ├── fcn_r50-d8.py │ │ │ │ │ │ ├── fcn_unet_s5-d16.py │ │ │ │ │ │ ├── fpn_r50.py │ │ │ │ │ │ ├── fpn_uniformer.py │ │ │ │ │ │ ├── gcnet_r50-d8.py │ │ │ │ │ │ ├── lraspp_m-v3-d8.py │ │ │ │ │ │ ├── nonlocal_r50-d8.py │ │ │ │ │ │ ├── ocrnet_hr18.py │ │ │ │ │ │ ├── ocrnet_r50-d8.py │ │ │ │ │ │ ├── pointrend_r50.py │ │ │ │ │ │ ├── psanet_r50-d8.py │ │ │ │ │ │ ├── pspnet_r50-d8.py │ │ │ │ │ │ ├── pspnet_unet_s5-d16.py │ │ │ │ │ │ ├── upernet_r50.py │ │ │ │ │ │ └── upernet_uniformer.py │ │ │ │ │ │ └── schedules │ │ │ │ │ │ ├── schedule_160k.py │ │ │ │ │ │ ├── schedule_20k.py │ │ │ │ │ │ ├── schedule_40k.py │ │ │ │ │ │ └── schedule_80k.py │ │ │ │ ├── exp │ │ │ │ │ └── upernet_global_small │ │ │ │ │ │ ├── config.py │ │ │ │ │ │ ├── run.sh │ │ │ │ │ │ ├── test.sh │ │ │ │ │ │ ├── test_config_g.py │ │ │ │ │ │ ├── test_config_h32.py │ │ │ │ │ │ └── test_config_w32.py │ │ │ │ ├── mmcv │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── arraymisc │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ └── quantization.py │ │ │ │ │ ├── cnn │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── alexnet.py │ │ │ │ │ │ ├── bricks │ │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ │ ├── activation.py │ │ │ │ │ │ │ ├── context_block.py │ │ │ │ │ │ │ ├── conv.py │ │ │ │ │ │ │ ├── conv2d_adaptive_padding.py │ │ │ │ │ │ │ ├── conv_module.py │ │ │ │ │ │ │ ├── conv_ws.py │ │ │ │ │ │ │ ├── depthwise_separable_conv_module.py │ │ │ │ │ │ │ ├── drop.py │ │ │ │ │ │ │ ├── generalized_attention.py │ │ │ │ │ │ │ ├── hsigmoid.py │ │ │ │ │ │ │ ├── hswish.py │ │ │ │ │ │ │ ├── non_local.py │ │ │ │ │ │ │ ├── norm.py │ │ │ │ │ │ │ ├── padding.py │ │ │ │ │ │ │ ├── plugin.py │ │ │ │ │ │ │ ├── registry.py │ │ │ │ │ │ │ ├── scale.py │ │ │ │ │ │ │ ├── swish.py │ │ │ │ │ │ │ ├── transformer.py │ │ │ │ │ │ │ ├── upsample.py │ │ │ │ │ │ │ └── wrappers.py │ │ │ │ │ │ ├── builder.py │ │ │ │ │ │ ├── resnet.py │ │ │ │ │ │ ├── utils │ │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ │ ├── flops_counter.py │ │ │ │ │ │ │ ├── fuse_conv_bn.py │ │ │ │ │ │ │ ├── sync_bn.py │ │ │ │ │ │ │ └── weight_init.py │ │ │ │ │ │ └── vgg.py │ │ │ │ │ ├── engine │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ └── test.py │ │ │ │ │ ├── fileio │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── file_client.py │ │ │ │ │ │ ├── handlers │ │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ │ ├── base.py │ │ │ │ │ │ │ ├── json_handler.py │ │ │ │ │ │ │ ├── pickle_handler.py │ │ │ │ │ │ │ └── yaml_handler.py │ │ │ │ │ │ ├── io.py │ │ │ │ │ │ └── parse.py │ │ │ │ │ ├── image │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── colorspace.py │ │ │ │ │ │ ├── geometric.py │ │ │ │ │ │ ├── io.py │ │ │ │ │ │ ├── misc.py │ │ │ │ │ │ └── photometric.py │ │ │ │ │ ├── model_zoo │ │ │ │ │ │ ├── deprecated.json │ │ │ │ │ │ ├── mmcls.json │ │ │ │ │ │ └── open_mmlab.json │ │ │ │ │ ├── ops │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── assign_score_withk.py │ │ │ │ │ │ ├── ball_query.py │ │ │ │ │ │ ├── bbox.py │ │ │ │ │ │ ├── border_align.py │ │ │ │ │ │ ├── box_iou_rotated.py │ │ │ │ │ │ ├── carafe.py │ │ │ │ │ │ ├── cc_attention.py │ │ │ │ │ │ ├── contour_expand.py │ │ │ │ │ │ ├── corner_pool.py │ │ │ │ │ │ ├── correlation.py │ │ │ │ │ │ ├── deform_conv.py │ │ │ │ │ │ ├── deform_roi_pool.py │ │ │ │ │ │ ├── deprecated_wrappers.py │ │ │ │ │ │ ├── focal_loss.py │ │ │ │ │ │ ├── furthest_point_sample.py │ │ │ │ │ │ ├── fused_bias_leakyrelu.py │ │ │ │ │ │ ├── gather_points.py │ │ │ │ │ │ ├── group_points.py │ │ │ │ │ │ ├── info.py │ │ │ │ │ │ ├── iou3d.py │ │ │ │ │ │ ├── knn.py │ │ │ │ │ │ ├── masked_conv.py │ │ │ │ │ │ ├── merge_cells.py │ │ │ │ │ │ ├── modulated_deform_conv.py │ │ │ │ │ │ ├── multi_scale_deform_attn.py │ │ │ │ │ │ ├── nms.py │ │ │ │ │ │ ├── pixel_group.py │ │ │ │ │ │ ├── point_sample.py │ │ │ │ │ │ ├── points_in_boxes.py │ │ │ │ │ │ ├── points_sampler.py │ │ │ │ │ │ ├── psa_mask.py │ │ │ │ │ │ ├── roi_align.py │ │ │ │ │ │ ├── roi_align_rotated.py │ │ │ │ │ │ ├── roi_pool.py │ │ │ │ │ │ ├── roiaware_pool3d.py │ │ │ │ │ │ ├── roipoint_pool3d.py │ │ │ │ │ │ ├── saconv.py │ │ │ │ │ │ ├── scatter_points.py │ │ │ │ │ │ ├── sync_bn.py │ │ │ │ │ │ ├── three_interpolate.py │ │ │ │ │ │ ├── three_nn.py │ │ │ │ │ │ ├── tin_shift.py │ │ │ │ │ │ ├── upfirdn2d.py │ │ │ │ │ │ └── voxelize.py │ │ │ │ │ ├── parallel │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── _functions.py │ │ │ │ │ │ ├── collate.py │ │ │ │ │ │ ├── data_container.py │ │ │ │ │ │ ├── data_parallel.py │ │ │ │ │ │ ├── distributed.py │ │ │ │ │ │ ├── distributed_deprecated.py │ │ │ │ │ │ ├── registry.py │ │ │ │ │ │ ├── scatter_gather.py │ │ │ │ │ │ └── utils.py │ │ │ │ │ ├── runner │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── base_module.py │ │ │ │ │ │ ├── base_runner.py │ │ │ │ │ │ ├── builder.py │ │ │ │ │ │ ├── checkpoint.py │ │ │ │ │ │ ├── default_constructor.py │ │ │ │ │ │ ├── dist_utils.py │ │ │ │ │ │ ├── epoch_based_runner.py │ │ │ │ │ │ ├── fp16_utils.py │ │ │ │ │ │ ├── hooks │ │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ │ ├── checkpoint.py │ │ │ │ │ │ │ ├── closure.py │ │ │ │ │ │ │ ├── ema.py │ │ │ │ │ │ │ ├── evaluation.py │ │ │ │ │ │ │ ├── hook.py │ │ │ │ │ │ │ ├── iter_timer.py │ │ │ │ │ │ │ ├── logger │ │ │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ │ │ ├── base.py │ │ │ │ │ │ │ │ ├── dvclive.py │ │ │ │ │ │ │ │ ├── mlflow.py │ │ │ │ │ │ │ │ ├── neptune.py │ │ │ │ │ │ │ │ ├── pavi.py │ │ │ │ │ │ │ │ ├── tensorboard.py │ │ │ │ │ │ │ │ ├── text.py │ │ │ │ │ │ │ │ └── wandb.py │ │ │ │ │ │ │ ├── lr_updater.py │ │ │ │ │ │ │ ├── memory.py │ │ │ │ │ │ │ ├── momentum_updater.py │ │ │ │ │ │ │ ├── optimizer.py │ │ │ │ │ │ │ ├── profiler.py │ │ │ │ │ │ │ ├── sampler_seed.py │ │ │ │ │ │ │ └── sync_buffer.py │ │ │ │ │ │ ├── iter_based_runner.py │ │ │ │ │ │ ├── log_buffer.py │ │ │ │ │ │ ├── optimizer │ │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ │ ├── builder.py │ │ │ │ │ │ │ └── default_constructor.py │ │ │ │ │ │ ├── priority.py │ │ │ │ │ │ └── utils.py │ │ │ │ │ ├── utils │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── config.py │ │ │ │ │ │ ├── env.py │ │ │ │ │ │ ├── ext_loader.py │ │ │ │ │ │ ├── logging.py │ │ │ │ │ │ ├── misc.py │ │ │ │ │ │ ├── parrots_jit.py │ │ │ │ │ │ ├── parrots_wrapper.py │ │ │ │ │ │ ├── path.py │ │ │ │ │ │ ├── progressbar.py │ │ │ │ │ │ ├── registry.py │ │ │ │ │ │ ├── testing.py │ │ │ │ │ │ ├── timer.py │ │ │ │ │ │ ├── trace.py │ │ │ │ │ │ └── version_utils.py │ │ │ │ │ ├── version.py │ │ │ │ │ ├── video │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── io.py │ │ │ │ │ │ ├── optflow.py │ │ │ │ │ │ └── processing.py │ │ │ │ │ └── visualization │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── color.py │ │ │ │ │ │ ├── image.py │ │ │ │ │ │ └── optflow.py │ │ │ │ ├── mmcv_custom │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── checkpoint.py │ │ │ │ └── mmseg │ │ │ │ │ ├── apis │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── inference.py │ │ │ │ │ ├── test.py │ │ │ │ │ └── train.py │ │ │ │ │ ├── core │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── evaluation │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── class_names.py │ │ │ │ │ │ ├── eval_hooks.py │ │ │ │ │ │ └── metrics.py │ │ │ │ │ ├── seg │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── builder.py │ │ │ │ │ │ └── sampler │ │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ │ ├── base_pixel_sampler.py │ │ │ │ │ │ │ └── ohem_pixel_sampler.py │ │ │ │ │ └── utils │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ └── misc.py │ │ │ │ │ ├── datasets │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── ade.py │ │ │ │ │ ├── builder.py │ │ │ │ │ ├── chase_db1.py │ │ │ │ │ ├── cityscapes.py │ │ │ │ │ ├── custom.py │ │ │ │ │ ├── dataset_wrappers.py │ │ │ │ │ ├── drive.py │ │ │ │ │ ├── hrf.py │ │ │ │ │ ├── pascal_context.py │ │ │ │ │ ├── pipelines │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── compose.py │ │ │ │ │ │ ├── formating.py │ │ │ │ │ │ ├── loading.py │ │ │ │ │ │ ├── test_time_aug.py │ │ │ │ │ │ └── transforms.py │ │ │ │ │ ├── stare.py │ │ │ │ │ └── voc.py │ │ │ │ │ ├── models │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── backbones │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── cgnet.py │ │ │ │ │ │ ├── fast_scnn.py │ │ │ │ │ │ ├── hrnet.py │ │ │ │ │ │ ├── mobilenet_v2.py │ │ │ │ │ │ ├── mobilenet_v3.py │ │ │ │ │ │ ├── resnest.py │ │ │ │ │ │ ├── resnet.py │ │ │ │ │ │ ├── resnext.py │ │ │ │ │ │ ├── unet.py │ │ │ │ │ │ ├── uniformer.py │ │ │ │ │ │ └── vit.py │ │ │ │ │ ├── builder.py │ │ │ │ │ ├── decode_heads │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── ann_head.py │ │ │ │ │ │ ├── apc_head.py │ │ │ │ │ │ ├── aspp_head.py │ │ │ │ │ │ ├── cascade_decode_head.py │ │ │ │ │ │ ├── cc_head.py │ │ │ │ │ │ ├── da_head.py │ │ │ │ │ │ ├── decode_head.py │ │ │ │ │ │ ├── dm_head.py │ │ │ │ │ │ ├── dnl_head.py │ │ │ │ │ │ ├── ema_head.py │ │ │ │ │ │ ├── enc_head.py │ │ │ │ │ │ ├── fcn_head.py │ │ │ │ │ │ ├── fpn_head.py │ │ │ │ │ │ ├── gc_head.py │ │ │ │ │ │ ├── lraspp_head.py │ │ │ │ │ │ ├── nl_head.py │ │ │ │ │ │ ├── ocr_head.py │ │ │ │ │ │ ├── point_head.py │ │ │ │ │ │ ├── psa_head.py │ │ │ │ │ │ ├── psp_head.py │ │ │ │ │ │ ├── sep_aspp_head.py │ │ │ │ │ │ ├── sep_fcn_head.py │ │ │ │ │ │ └── uper_head.py │ │ │ │ │ ├── losses │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── accuracy.py │ │ │ │ │ │ ├── cross_entropy_loss.py │ │ │ │ │ │ ├── dice_loss.py │ │ │ │ │ │ ├── lovasz_loss.py │ │ │ │ │ │ └── utils.py │ │ │ │ │ ├── necks │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── fpn.py │ │ │ │ │ │ └── multilevel_neck.py │ │ │ │ │ ├── segmentors │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── base.py │ │ │ │ │ │ ├── cascade_encoder_decoder.py │ │ │ │ │ │ └── encoder_decoder.py │ │ │ │ │ └── utils │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── drop.py │ │ │ │ │ │ ├── inverted_residual.py │ │ │ │ │ │ ├── make_divisible.py │ │ │ │ │ │ ├── res_layer.py │ │ │ │ │ │ ├── se_layer.py │ │ │ │ │ │ ├── self_attention_block.py │ │ │ │ │ │ ├── up_conv_block.py │ │ │ │ │ │ └── weight_init.py │ │ │ │ │ ├── ops │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── encoding.py │ │ │ │ │ └── wrappers.py │ │ │ │ │ └── utils │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── collect_env.py │ │ │ │ │ └── logger.py │ │ │ └── util.py │ │ ├── cldm │ │ │ ├── __init__.py │ │ │ ├── cldm.py │ │ │ ├── ddim_hacked.py │ │ │ ├── hack.py │ │ │ ├── logger.py │ │ │ └── model.py │ │ ├── config.py │ │ ├── docs │ │ │ ├── annotator.md │ │ │ ├── faq.md │ │ │ ├── low_vram.md │ │ │ └── train.md │ │ ├── environment.yaml │ │ ├── font │ │ │ └── DejaVuSans.ttf │ │ ├── gradio_annotator.py │ │ ├── gradio_canny2image.py │ │ ├── gradio_depth2image.py │ │ ├── gradio_fake_scribble2image.py │ │ ├── gradio_hed2image.py │ │ ├── gradio_hough2image.py │ │ ├── gradio_normal2image.py │ │ ├── gradio_pose2image.py │ │ ├── gradio_pose2image_v2.py │ │ ├── gradio_scribble2image.py │ │ ├── gradio_scribble2image_interactive.py │ │ ├── gradio_seg2image.py │ │ ├── ldm │ │ │ ├── __init__.py │ │ │ ├── data │ │ │ │ ├── __init__.py │ │ │ │ └── util.py │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── autoencoder.py │ │ │ │ └── diffusion │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── ddim.py │ │ │ │ │ ├── ddpm.py │ │ │ │ │ ├── dpm_solver │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── dpm_solver.py │ │ │ │ │ └── sampler.py │ │ │ │ │ ├── plms.py │ │ │ │ │ └── sampling_util.py │ │ │ ├── modules │ │ │ │ ├── __init__.py │ │ │ │ ├── attention.py │ │ │ │ ├── diffusionmodules │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── model.py │ │ │ │ │ ├── openaimodel.py │ │ │ │ │ ├── upscaling.py │ │ │ │ │ └── util.py │ │ │ │ ├── distributions │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── distributions.py │ │ │ │ ├── ema.py │ │ │ │ ├── encoders │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── modules.py │ │ │ │ ├── image_degradation │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── bsrgan.py │ │ │ │ │ ├── bsrgan_light.py │ │ │ │ │ ├── utils │ │ │ │ │ │ └── test.png │ │ │ │ │ └── utils_image.py │ │ │ │ └── midas │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── api.py │ │ │ │ │ ├── midas │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── base_model.py │ │ │ │ │ ├── blocks.py │ │ │ │ │ ├── dpt_depth.py │ │ │ │ │ ├── midas_net.py │ │ │ │ │ ├── midas_net_custom.py │ │ │ │ │ ├── transforms.py │ │ │ │ │ └── vit.py │ │ │ │ │ └── utils.py │ │ │ └── util.py │ │ ├── models │ │ │ ├── cldm_v15.yaml │ │ │ └── cldm_v21.yaml │ │ ├── share.py │ │ ├── test_imgs │ │ │ ├── bag.png │ │ │ ├── bag_scribble.png │ │ │ ├── bird.png │ │ │ ├── boy.png │ │ │ ├── building.png │ │ │ ├── building2.png │ │ │ ├── cute_robot.png │ │ │ ├── cyber.png │ │ │ ├── dog.png │ │ │ ├── dog2.png │ │ │ ├── house.png │ │ │ ├── house_line.png │ │ │ ├── human.png │ │ │ ├── human_line.png │ │ │ ├── man.png │ │ │ ├── old.png │ │ │ ├── pose1.png │ │ │ ├── pose2.png │ │ │ ├── room.png │ │ │ ├── sd.png │ │ │ ├── shose.png │ │ │ ├── toy.png │ │ │ ├── user_1.png │ │ │ └── user_3.png │ │ ├── tool_add_control.py │ │ ├── tool_add_control_sd21.py │ │ ├── tool_transfer_control.py │ │ ├── tutorial_dataset.py │ │ ├── tutorial_dataset_test.py │ │ ├── tutorial_train.py │ │ └── tutorial_train_sd21.py │ └── setup.py ├── GLIGEN │ ├── DATA │ │ └── README.MD │ ├── README.md │ ├── __pycache__ │ │ ├── distributed.cpython-38.pyc │ │ ├── inpaint_mask_func.cpython-38.pyc │ │ └── trainer.cpython-38.pyc │ ├── configs │ │ └── flickr_text_image.yaml │ ├── convert_ckpt.py │ ├── dataset │ │ ├── __pycache__ │ │ │ ├── catalog.cpython-38.pyc │ │ │ └── concat_dataset.cpython-38.pyc │ │ ├── base_dataset.py │ │ ├── base_dataset_kp.py │ │ ├── catalog.py │ │ ├── concat_dataset.py │ │ ├── tsv.py │ │ ├── tsv_dataset.py │ │ └── utils.py │ ├── demo │ │ ├── DejaVuSansMono.ttf │ │ ├── README.md │ │ ├── app.py │ │ ├── dataset │ │ │ ├── base_dataset.py │ │ │ ├── catalog.py │ │ │ ├── cd_dataset.py │ │ │ ├── concat_dataset.py │ │ │ ├── grounding_dataset.py │ │ │ ├── layout_dataset.py │ │ │ ├── tsv.py │ │ │ ├── tsv_dataset.py │ │ │ └── utils.py │ │ ├── environment.yaml │ │ ├── gligen │ │ │ ├── distributed.py │ │ │ ├── evaluator.py │ │ │ ├── image_projection_matrix │ │ │ ├── ldm │ │ │ │ ├── __init__.py │ │ │ │ ├── data │ │ │ │ │ ├── base.py │ │ │ │ │ ├── imagenet.py │ │ │ │ │ ├── imagenet_clsidx_to_label.txt │ │ │ │ │ ├── imagenet_train_hr_indices.p │ │ │ │ │ ├── imagenet_val_hr_indices.p │ │ │ │ │ └── index_synset.yaml │ │ │ │ ├── models │ │ │ │ │ └── diffusion │ │ │ │ │ │ ├── classifier.py │ │ │ │ │ │ ├── ddim.py │ │ │ │ │ │ ├── ddpm.py │ │ │ │ │ │ ├── ldm.py │ │ │ │ │ │ └── plms.py │ │ │ │ ├── modules │ │ │ │ │ ├── attention.py │ │ │ │ │ ├── diffusionmodules │ │ │ │ │ │ ├── model.py │ │ │ │ │ │ ├── openaimodel.py │ │ │ │ │ │ ├── positionnet_with_image.py │ │ │ │ │ │ └── util.py │ │ │ │ │ ├── distributions │ │ │ │ │ │ └── distributions.py │ │ │ │ │ ├── ema.py │ │ │ │ │ ├── encoders │ │ │ │ │ │ ├── modules.py │ │ │ │ │ │ └── modules_backup.py │ │ │ │ │ ├── image_degradation │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── bsrgan.py │ │ │ │ │ │ ├── bsrgan_light.py │ │ │ │ │ │ └── utils_image.py │ │ │ │ │ ├── losses │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ └── vqperceptual.py │ │ │ │ │ └── x_transformer.py │ │ │ │ └── util.py │ │ │ ├── projection_matrix │ │ │ ├── task_grounded_generation.py │ │ │ └── trainer.py │ │ └── images │ │ │ ├── arg_corgis.jpeg │ │ │ ├── blank.png │ │ │ ├── flower_beach.jpg │ │ │ ├── red_bird.jpg │ │ │ ├── style_cloudpurple.png │ │ │ ├── style_gold.png │ │ │ └── teddy.jpg │ ├── distributed.py │ ├── figures │ │ └── teaser_v4.png │ ├── generation_samples │ │ └── PPSM │ │ │ ├── 0_0.png │ │ │ └── 0_canvas.png │ ├── gligen.egg-info │ │ ├── PKG-INFO │ │ ├── SOURCES.txt │ │ ├── dependency_links.txt │ │ ├── requires.txt │ │ └── top_level.txt │ ├── gligen │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── gligen_inference_box.cpython-38.pyc │ │ │ ├── inpaint_mask_func.cpython-38.pyc │ │ │ └── trainer.cpython-38.pyc │ │ ├── gligen_inference_box.py │ │ ├── inpaint_mask_func.py │ │ ├── ldm │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ └── util.cpython-38.pyc │ │ │ ├── data │ │ │ │ ├── base.py │ │ │ │ ├── imagenet.py │ │ │ │ ├── imagenet_clsidx_to_label.txt │ │ │ │ ├── imagenet_train_hr_indices.p │ │ │ │ ├── imagenet_val_hr_indices.p │ │ │ │ └── index_synset.yaml │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ └── autoencoder.cpython-38.pyc │ │ │ │ ├── autoencoder.py │ │ │ │ └── diffusion │ │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── ddim.cpython-38.pyc │ │ │ │ │ ├── ddpm.cpython-38.pyc │ │ │ │ │ ├── ldm.cpython-38.pyc │ │ │ │ │ └── plms.cpython-38.pyc │ │ │ │ │ ├── classifier.py │ │ │ │ │ ├── ddim.py │ │ │ │ │ ├── ddpm.py │ │ │ │ │ ├── ldm.py │ │ │ │ │ └── plms.py │ │ │ ├── modules │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ │ ├── attention.cpython-38.pyc │ │ │ │ │ └── x_transformer.cpython-38.pyc │ │ │ │ ├── attention.py │ │ │ │ ├── diffusionmodules │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ ├── model.cpython-38.pyc │ │ │ │ │ │ ├── openaimodel.cpython-38.pyc │ │ │ │ │ │ ├── text_grounding_net.cpython-38.pyc │ │ │ │ │ │ └── util.cpython-38.pyc │ │ │ │ │ ├── grounding_net_example.py │ │ │ │ │ ├── keypoint_grounding_net.py │ │ │ │ │ ├── model.py │ │ │ │ │ ├── openaimodel.py │ │ │ │ │ ├── text_grounding_net.py │ │ │ │ │ ├── text_image_grounding_net.py │ │ │ │ │ └── util.py │ │ │ │ ├── distributions │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ └── distributions.cpython-38.pyc │ │ │ │ │ └── distributions.py │ │ │ │ ├── ema.py │ │ │ │ ├── encoders │ │ │ │ │ ├── __pycache__ │ │ │ │ │ │ └── modules.cpython-38.pyc │ │ │ │ │ ├── modules.py │ │ │ │ │ └── modules_backup.py │ │ │ │ ├── image_degradation │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── bsrgan.py │ │ │ │ │ ├── bsrgan_light.py │ │ │ │ │ └── utils_image.py │ │ │ │ ├── losses │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── contperceptual.py │ │ │ │ │ └── vqperceptual.py │ │ │ │ └── x_transformer.py │ │ │ └── util.py │ │ └── trainer.py │ ├── gligen_inference.py │ ├── grounding_input │ │ ├── __pycache__ │ │ │ └── text_grounding_tokinzer_input.cpython-38.pyc │ │ ├── keypoint_grounding_tokinzer_input.py │ │ ├── text_grounding_tokinzer_input.py │ │ └── text_image_grounding_tokinzer_input.py │ ├── inference_images │ │ ├── beach.jpg │ │ ├── bigben.jpg │ │ ├── clock.png │ │ ├── dalle2_museum.jpg │ │ ├── placeholder.png │ │ ├── readme.txt │ │ └── style_golden.jpg │ ├── projection_matrix │ └── setup.py └── ckpts │ ├── controlnet │ └── idle │ ├── gligen │ └── idle │ └── visorgpt │ └── idle ├── gradio_demo.py ├── preprocess_coord.py ├── requirements.txt ├── train ├── README.md ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-38.pyc │ └── __init__.cpython-39.pyc ├── beginning.txt ├── corpora │ ├── CLUECorpusSmall_bert_sampled.txt │ ├── CLUECorpusSmall_sampled.txt │ ├── book_review.txt │ ├── book_review_bert.txt │ └── book_review_cls.txt ├── datasets │ ├── book_review │ │ ├── dev.tsv │ │ ├── test.tsv │ │ ├── test_nolabel.tsv │ │ └── train.tsv │ └── test_data │ │ └── book_review │ │ ├── dev.tsv │ │ ├── test.tsv │ │ ├── test_nolabel.tsv │ │ └── train.tsv ├── documents │ └── llama.md ├── finetune │ ├── run_c3.py │ ├── run_chid.py │ ├── run_classifier.py │ ├── run_classifier_cv.py │ ├── run_classifier_deepspeed.py │ ├── run_classifier_grid.py │ ├── run_classifier_mt.py │ ├── run_classifier_multi_label.py │ ├── run_classifier_prompt.py │ ├── run_classifier_siamese.py │ ├── run_cmrc.py │ ├── run_dbqa.py │ ├── run_image_classifier.py │ ├── run_ner.py │ ├── run_regression.py │ ├── run_simcse.py │ ├── run_speech2text.py │ └── run_text2text.py ├── inference │ ├── run_c3_infer.py │ ├── run_chid_infer.py │ ├── run_classifier_cv_infer.py │ ├── run_classifier_deepspeed_infer.py │ ├── run_classifier_infer.py │ ├── run_classifier_multi_label_infer.py │ ├── run_classifier_prompt_infer.py │ ├── run_classifier_siamese_infer.py │ ├── run_cmrc_infer.py │ ├── run_image_classifier_infer.py │ ├── run_ner_infer.py │ ├── run_regression_infer.py │ ├── run_speech2text_infer.py │ └── run_text2text_infer.py ├── models │ ├── albert │ │ ├── base_config.json │ │ ├── large_config.json │ │ ├── xlarge_config.json │ │ └── xxlarge_config.json │ ├── bart │ │ ├── base_config.json │ │ └── large_config.json │ ├── beit │ │ └── base_config.json │ ├── bert │ │ ├── base_config.json │ │ ├── large_config.json │ │ ├── medium_config.json │ │ ├── mini_config.json │ │ ├── small_config.json │ │ ├── tiny_config.json │ │ └── xlarge_config.json │ ├── clip │ │ ├── base-16_config.json │ │ └── base-32_config.json │ ├── cluecorpussmall_spm.model │ ├── cnn │ │ ├── gatedcnn_13_config.json │ │ └── gatedcnn_9_config.json │ ├── dall-e │ │ └── base_config.json │ ├── deepspeed_config.json │ ├── google_cased_en_vocab.txt │ ├── google_uncased_en_coord_vocab.txt │ ├── google_uncased_en_vocab.txt │ ├── google_zh_ancient_vocab.txt │ ├── google_zh_poem_vocab.txt │ ├── google_zh_vocab.txt │ ├── google_zh_with_sentinel_vocab.txt │ ├── gpt2 │ │ ├── config.json │ │ ├── distil_config.json │ │ ├── large_config.json │ │ ├── medium_config.json │ │ └── xlarge_config.json │ ├── huggingface_gpt2_merges.txt │ ├── huggingface_gpt2_vocab.txt │ ├── llama │ │ └── 7b_config.json │ ├── llama_special_tokens_map.json │ ├── megatron │ │ ├── bert_3.9B_config.json │ │ └── gpt2_8.3B_config.json │ ├── pegasus │ │ ├── base_config.json │ │ └── large_config.json │ ├── prompts.json │ ├── reserved_vocab.txt │ ├── rnn │ │ ├── bilstm_config.json │ │ ├── gru_config.json │ │ └── lstm_config.json │ ├── s2t │ │ ├── large_config.json │ │ ├── medium_config.json │ │ └── small_config.json │ ├── sbert │ │ ├── base_config.json │ │ ├── large_config.json │ │ └── lstm_config.json │ ├── sentencepiece.bpe.model │ ├── special_tokens_map.json │ ├── t5-v1_1 │ │ ├── base_config.json │ │ ├── large_config.json │ │ ├── small_config.json │ │ ├── xlarge_config.json │ │ └── xxlarge_config.json │ ├── t5 │ │ ├── 11b_config.json │ │ ├── 3b_config.json │ │ ├── base_config.json │ │ ├── large_config.json │ │ └── small_config.json │ ├── talk2face │ │ └── base_config.json │ ├── transformer │ │ ├── base_config.json │ │ └── big_config.json │ ├── vilt │ │ └── base_config.json │ ├── vit │ │ ├── base-16-224_config.json │ │ ├── base-32-224_config.json │ │ ├── huge-14-224_config.json │ │ ├── large-16-224_config.json │ │ └── large-32-224_config.json │ ├── xlm-roberta │ │ ├── base_config.json │ │ └── large_config.json │ ├── xlmroberta_special_tokens_map.json │ └── xlmroberta_spm.model ├── preprocess.py ├── pretrain.py ├── scripts │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── generate_lm_multiple.cpython-38.pyc │ │ └── generate_lm_multiple.cpython-39.pyc │ ├── average_models.py │ ├── build_vocab.py │ ├── cloze_test.py │ ├── convert_albert_from_huggingface_to_tencentpretrain.py │ ├── convert_albert_from_original_tf_to_tencentpretrain.py │ ├── convert_albert_from_tencentpretrain_to_huggingface.py │ ├── convert_albert_from_tencentpretrain_to_original_tf.py │ ├── convert_bart_from_huggingface_to_tencentpretrain.py │ ├── convert_bart_from_tencentpretrain_to_huggingface.py │ ├── convert_bert_extractive_qa_from_huggingface_to_tencentpretrain.py │ ├── convert_bert_extractive_qa_from_tencentpretrain_to_huggingface.py │ ├── convert_bert_from_huggingface_to_tencentpretrain.py │ ├── convert_bert_from_original_tf_to_tencentpretrain.py │ ├── convert_bert_from_tencentpretrain_to_huggingface.py │ ├── convert_bert_from_tencentpretrain_to_original_tf.py │ ├── convert_bert_text_classification_from_huggingface_to_tencentpretrain.py │ ├── convert_bert_text_classification_from_tencentpretrain_to_huggingface.py │ ├── convert_bert_token_classification_from_huggingface_to_tencentpretrain.py │ ├── convert_bert_token_classification_from_tencentpretrain_to_huggingface.py │ ├── convert_gpt2_from_huggingface_to_tencentpretrain.py │ ├── convert_gpt2_from_tencentpretrain_to_huggingface.py │ ├── convert_llama_to_tencentpretrain.py │ ├── convert_pegasus_from_huggingface_to_tencentpretrain.py │ ├── convert_pegasus_from_tencentpretrain_to_huggingface.py │ ├── convert_s2t_from_huggingface_to_tencentpretrain.py │ ├── convert_s2t_from_tencentpretrain_to_huggingface.py │ ├── convert_sbert_from_huggingface_to_tencentpretrain.py │ ├── convert_sbert_from_tencentpretrain_to_huggingface.py │ ├── convert_t5_from_huggingface_to_tencentpretrain.py │ ├── convert_t5_from_tencentpretrain_to_huggingface.py │ ├── convert_tencentpretrain_from_old_to_new.py │ ├── convert_vit_from_huggingface_to_tencentpretrain.py │ ├── convert_vit_from_tencentpretrain_to_huggingface.py │ ├── convert_xlmroberta_from_huggingface_to_tencentpretrain.py │ ├── convert_xlmroberta_from_tencentpretrain_to_huggingface.py │ ├── diff_vocab.py │ ├── dynamic_vocab_adapter.py │ ├── extract_embeddings.py │ ├── extract_features.py │ ├── generate_lm.py │ ├── generate_lm_multiple.py │ ├── generate_seq2seq.py │ ├── generate_seq2seq_deepspeed.py │ ├── generate_talk2face.py │ ├── prepare_s2t_data_manifest.py │ ├── preprocess_coord.py │ ├── run_lgb.py │ ├── run_lgb_cv_bayesopt.py │ ├── topn_words_dep.py │ └── topn_words_indep.py └── tencentpretrain │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-38.pyc │ ├── __init__.cpython-39.pyc │ ├── model_loader.cpython-38.pyc │ ├── model_loader.cpython-39.pyc │ ├── opts.cpython-38.pyc │ └── opts.cpython-39.pyc │ ├── decoders │ ├── __init__.py │ └── transformer_decoder.py │ ├── embeddings │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── dual_embedding.cpython-38.pyc │ │ ├── dual_embedding.cpython-39.pyc │ │ ├── embedding.cpython-38.pyc │ │ ├── embedding.cpython-39.pyc │ │ ├── masked_patch_embedding.cpython-38.pyc │ │ ├── masked_patch_embedding.cpython-39.pyc │ │ ├── patch_embedding.cpython-38.pyc │ │ ├── patch_embedding.cpython-39.pyc │ │ ├── pos_embedding.cpython-38.pyc │ │ ├── pos_embedding.cpython-39.pyc │ │ ├── seg_embedding.cpython-38.pyc │ │ ├── seg_embedding.cpython-39.pyc │ │ ├── sinusoidalpos_embedding.cpython-38.pyc │ │ ├── sinusoidalpos_embedding.cpython-39.pyc │ │ ├── speech_embedding.cpython-38.pyc │ │ ├── speech_embedding.cpython-39.pyc │ │ ├── word_embedding.cpython-38.pyc │ │ ├── word_embedding.cpython-39.pyc │ │ ├── word_patch_embedding.cpython-38.pyc │ │ └── word_patch_embedding.cpython-39.pyc │ ├── dual_embedding.py │ ├── embedding.py │ ├── masked_patch_embedding.py │ ├── patch_embedding.py │ ├── pos_embedding.py │ ├── seg_embedding.py │ ├── sinusoidalpos_embedding.py │ ├── speech_embedding.py │ ├── word_embedding.py │ └── word_patch_embedding.py │ ├── encoders │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── cnn_encoder.cpython-38.pyc │ │ ├── cnn_encoder.cpython-39.pyc │ │ ├── dual_encoder.cpython-38.pyc │ │ ├── dual_encoder.cpython-39.pyc │ │ ├── rnn_encoder.cpython-38.pyc │ │ ├── rnn_encoder.cpython-39.pyc │ │ ├── transformer_encoder.cpython-38.pyc │ │ └── transformer_encoder.cpython-39.pyc │ ├── cnn_encoder.py │ ├── dual_encoder.py │ ├── rnn_encoder.py │ └── transformer_encoder.py │ ├── layers │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── layer_norm.cpython-38.pyc │ │ ├── layer_norm.cpython-39.pyc │ │ ├── multi_headed_attn.cpython-38.pyc │ │ ├── multi_headed_attn.cpython-39.pyc │ │ ├── position_ffn.cpython-38.pyc │ │ ├── position_ffn.cpython-39.pyc │ │ ├── relative_position_embedding.cpython-38.pyc │ │ ├── relative_position_embedding.cpython-39.pyc │ │ ├── transformer.cpython-38.pyc │ │ └── transformer.cpython-39.pyc │ ├── layer_norm.py │ ├── multi_headed_attn.py │ ├── position_ffn.py │ ├── relative_position_embedding.py │ └── transformer.py │ ├── model_builder.py │ ├── model_loader.py │ ├── model_saver.py │ ├── models │ ├── __init__.py │ └── model.py │ ├── opts.py │ ├── targets │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── bilm_target.cpython-38.pyc │ │ ├── bilm_target.cpython-39.pyc │ │ ├── clr_target.cpython-38.pyc │ │ ├── clr_target.cpython-39.pyc │ │ ├── cls_target.cpython-38.pyc │ │ ├── cls_target.cpython-39.pyc │ │ ├── lm_target.cpython-38.pyc │ │ ├── lm_target.cpython-39.pyc │ │ ├── mlm_target.cpython-38.pyc │ │ ├── mlm_target.cpython-39.pyc │ │ ├── sp_target.cpython-38.pyc │ │ ├── sp_target.cpython-39.pyc │ │ ├── target.cpython-38.pyc │ │ └── target.cpython-39.pyc │ ├── bilm_target.py │ ├── clr_target.py │ ├── cls_target.py │ ├── lm_target.py │ ├── mlm_target.py │ ├── sp_target.py │ └── target.py │ ├── trainer.py │ └── utils │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-38.pyc │ ├── __init__.cpython-39.pyc │ ├── act_fun.cpython-38.pyc │ ├── act_fun.cpython-39.pyc │ ├── adversarial.cpython-38.pyc │ ├── adversarial.cpython-39.pyc │ ├── augment.cpython-38.pyc │ ├── augment.cpython-39.pyc │ ├── config.cpython-38.pyc │ ├── config.cpython-39.pyc │ ├── constants.cpython-38.pyc │ ├── constants.cpython-39.pyc │ ├── dataloader.cpython-38.pyc │ ├── dataloader.cpython-39.pyc │ ├── dataset.cpython-38.pyc │ ├── dataset.cpython-39.pyc │ ├── mask.cpython-38.pyc │ ├── mask.cpython-39.pyc │ ├── misc.cpython-38.pyc │ ├── misc.cpython-39.pyc │ ├── optimizers.cpython-38.pyc │ ├── optimizers.cpython-39.pyc │ ├── rope.cpython-38.pyc │ ├── rope.cpython-39.pyc │ ├── seed.cpython-38.pyc │ ├── seed.cpython-39.pyc │ ├── tokenizers.cpython-38.pyc │ ├── tokenizers.cpython-39.pyc │ ├── vocab.cpython-38.pyc │ └── vocab.cpython-39.pyc │ ├── act_fun.py │ ├── adversarial.py │ ├── augment.py │ ├── config.py │ ├── constants.py │ ├── dataloader.py │ ├── dataset.py │ ├── image_tokenizer.py │ ├── logging.py │ ├── mask.py │ ├── misc.py │ ├── optimizers.py │ ├── rope.py │ ├── seed.py │ ├── tokenizers.py │ └── vocab.py ├── utils ├── __pycache__ │ └── seq2coord.cpython-38.pyc ├── merge_files.py └── seq2coord.py ├── visorgpt_title.png └── visorgpt_title_all.jpg /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/showlab/VisorGPT/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: 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