SparseCtrl 用草图、深度图、关键帧来通过跨帧attention生成连续帧,从以下示意图可知,我们可以把SparseCtrl理解为三维的ControlNet,唯一的差异是可以在任意指定帧输入指定的约束。 其他相关工作: ConsiStory 一句话总结:在同一个batch生成中,本张图的CA矩阵(cross-attention)扩大到同batch其他图的实体部分(其他图二值化...
一个可以增强AI生成视频可控性的项目——SparseCtrl,这个项目的诞生将为Animatediff注入新的生命力,相当于是视频领域的ControlNet。专注于视频生成,解决了在使用ControlNet进行视频生成时每一帧都需要手动介入的问题。通过SparseCtrl,用户不仅能够自动选择关键帧来介入,降低了资源消耗,还能更灵活地掌控视频生成的过程。 详...
1)SparseCtrl (稀疏控制) 一个可以增强AI生成视频可控性的项目,这个项目的诞生将为Animatediff注入新的生命力,相当于是视频领域的ContorlNet。通过SparseCtrl,用户不仅能够自动选择关键帧来介入,降低了资源消耗,还能更灵活地掌控视频生成的过程。 九、多模型组合应用 ...
control_model_type=ControlModelType.SparseCtrl preprocessor_resolution=unit.processor_res ifunit.pixel_perfect: preprocessor_resolution=external_code.pixel_perfect_resolution( Expand DownExpand Up@@ -970,7 +967,7 @@ def store_detected_map(detected_map, module: str) -> None: ...
For SparseCtrl default must be "none" + "mm_sd15_v3_sparsectrl_rgb", but there is mixed up default "scribble_pidinet" + "mm_sd15_v3_sparsectrl_rgb" which doesn't make sense After presets removal this became critical. Can you set default preprocessor for SparseCtrl "none"?
Initial commit 2年前 LICENSE Initial commit 2年前 README.md Update README.md - SparseCtrl support 1年前 __init__.py Renamed control folder to adv_control 1年前 requirements.txt Added advanced ControlNet loaders, added customizable ControlNet weight nodes ...
For example, if you to control just the parameters, you would set ctrl_dof = [True, True, True, False, False, False]. We then strip the Jacobian and task space control signal down to the relevant rows with J = robot_config.('EE', q)[ctrlr_dof] and u_task = (current - target...
Tranexamic acid (TXA) has been suggested to reduce the BT, and the use of TXA in bilateral TKA appears sparse in literature. This study aimed at assessing the effect of TXA in such patients. This prospective randomized controlled trial evaluated the use of TXA in bilateral TKA. Pre- and ...
Granulocytic progenitors at baseline possessed microtubules that were relatively sparse, short, and disconnected, consistent with structures previously described in mature human neutrophils29. We observed no significant changes in granulocytic microtubules in response to iron deprivation (Supplementary Fig. 2d)...
253 256 "ACN_SparseCtrlSpreadMethodNode": "SparseCtrl Spread Method 🛂🅐🅒🅝", 257 + # LOOSEControl 258 + #"ACN_ControlNetLoaderWithLoraAdvanced": "Load Adv. ControlNet Model w/ LoRA 🛂🅐🅒🅝", 254 259 # Deprecated 255 260 "LoadImagesFromDirectory": "Loa...