| | --- |
| | tags: |
| | - stable diffusion |
| | - animatediff |
| | - motion lora |
| | language: |
| | - en |
| | --- |
| | |
| | - [Animatediff V2 motion LORAs](#animatediff-v2-motion-loras) |
| | - [File summary](#file-summary) |
| | - [General recommendation](#general-recommendation) |
| | - [Examples](#examples) |
| | - [v2 Drone orbit right](#v2-drone-orbit-right) |
| | - [v2 Drone orbit left](#v2-drone-orbit-left) |
| | - [v2 Drone backing](#v2-drone-backing) |
| | - [v2 Flying backwards](#v2-flying-backwards) |
| | - [v2 Drone forward](#v2-drone-forward) |
| | - [v2 Drone walking back-view](#v2-drone-walking-back-view) |
| | - [v2 walking front-view](#v2-walking-front-view) |
| | - [v2 casual walking front-view](#v2-casual-walking-front-view) |
| | - [v2 running front-view](#v2-running-front-view) |
| | - [Animatediff V3 motion LORAs](#animatediff-v3-motion-loras) |
| | - [File summary](#file-summary-1) |
| | - [General recommendations](#general-recommendations) |
| | - [Drone LORAs](#drone-loras) |
| | - [Ballerina spin LORAs](#ballerina-spin-loras) |
| | - [Walking back-view LORAs](#walking-back-view-loras) |
| |
|
| | # Animatediff V2 motion LORAs |
| |
|
| | ## File summary |
| |
|
| | | Name | Compatible Motion Model | Resolution (w/h) | Frames | input videos | |
| | | --------------------------------------------------------------------------------- | ----------------------- | ---------------- | ------ | ------------ | |
| | | 280_cseti_2906282_drone-orbitright-mv2_r64_w576_h384_fr16.safetensors | v2, animateLCM | 576x384 (3:2) | 16 | 1 | |
| | | 280_cseti_6933991_drone-orbitleft-mv2_r64_w576_h384_fr16.safetensors | v2, animateLCM | 576x384 (3:2) | 16 | 1 | |
| | | 280_cseti_6160305_drone-backing-mv2_r64_w576_h384_fr16.safetensors | v2, animateLCM | 576x384 (3:2) | 16 | 1 | |
| | | 800_cseti_3730960_flying_backwards-3vid_mv2_0.00031_56_w768_h512_fr16.safetensors | v2, animateLCM | 576x384 (3:2) | 16 | 3 | |
| | | 260_cseti_8890531_drone-forward-mv2_r64_w576_h384_fr16.safetensors | v2, animateLCM | 576x384 (3:2) | 16 | 1 | |
| | | 200_cseti_3413444_drone-walking-mv2_r64_w576_h384_fr16.safetensors | v2, animateLCM | 576x384 (3:2) | 16 | 1 | |
| | | 500_cseti_8315653_drone-orbitright-3vid_mv2_r64_w576_h384_fr16.safetensors | v2, animateLCM | 576x384 (3:2) | 16 | 3 | |
| | | 600_cseti_4941259_walking-frontview-6vid_mv2_r64_w576_h384_fr16.safetensors | v2, animateLCM | 576x384 (3:2) | 16 | 6 | |
| | | 500_cseti_3734954_casualmove-frontview-3vid_mv2_r64_w576_h384_fr16.safetensors | v2, animateLCM | 576x384 (3:2) | 16 | 3 | |
| | | 1800_cseti_1118902_running-frontview-8vid_mv2_r64_w768_h512_fr16.safetensors | v2, animateLCM | 576x384 (3:2) | 16 | 8 | |
| | |
| | |
| | ## General recommendation |
| | |
| | - These are finetuned on a v2 model. They work also with AnimateLCM but don't work with v3 models |
| | - For the drone LORAs, keyword "drone" or "drone shot" might help with the motion |
| | - Animatediff v3 adapter lora is recommended regardless they are v2 models |
| | - If you want more motion try incrasing the scale multival (e.g. to 1.2-1.5) |
| | - I recommend using the above resolutions and upscale the animation or keep at least the aspect ratios |
| | - The drone LORAs are trained on landscape footage so might don't work very well on portraits however can give you interesting results |
| | |
| | ## Examples |
| | |
| | ### v2 Drone orbit right |
| | |
| | <video controls src="https://huggingface.co/Cseti/AD_Motion_LORAs/resolve/main/nolora-candidate_00001.mp4" title="Orbit right"></video> |
| | |
| | ### v2 Drone orbit left |
| | |
| | <video controls src="https://huggingface.co/Cseti/AD_Motion_LORAs/resolve/main/orbitleft-candidate_00004.mp4" title="Orbit left"></video> |
| | |
| | ### v2 Drone backing |
| | |
| | <video controls src="https://huggingface.co/Cseti/AD_Motion_LORAs/resolve/main/dronebacking-candidate_00019.mp4" title="Drone backing"></video> |
| | |
| | ### v2 Flying backwards |
| | |
| | - The difference compared to the Drone LoRA is that this LoRA was trained on a dataset containing also flying footage. |
| | |
| | <video controls src="https://huggingface.co/Cseti/AD_Motion_LORAs/resolve/main/800_cseti_3730960_flying_backwards-3vid_mv2_0.00031_56_w768_h512_fr16.mp4" title="Drone backing"></video> |
| | |
| | |
| | ### v2 Drone forward |
| | |
| | <video controls src="https://huggingface.co/Cseti/AD_Motion_LORAs/resolve/main/droneforward-comparison_00002.mp4" title="Drone backing"></video> |
| | |
| | ### v2 Drone walking back-view |
| | |
| | - recommended to use words like "back-view", "from behind" in your prompts |
| | |
| | <video controls src="https://huggingface.co/Cseti/AD_Motion_LORAs/resolve/main/candidate-comparison_00003.mp4" title="Drone walking back-view"></video> |
| | |
| | ### v2 walking front-view |
| | |
| | - recommended to use words like "front-view" |
| | |
| | <video width="576" height="384" controls src="https://huggingface.co/Cseti/AD_Motion_LORAs/resolve/main/walking-frontview-candidate.mp4" title="walking front-view"></video> |
| | |
| | ### v2 casual walking front-view |
| | |
| | - recommended to use words like "front-view" |
| | - play with the strength: 0.6-0.8 can already give good results |
| | |
| | <video width="576" height="384" controls src="https://huggingface.co/Cseti/AD_Motion_LORAs/resolve/main/AD-IPA-testing-upscale_00002.mp4" title="casual walking front-view"></video> |
| | |
| | ### v2 running front-view |
| | |
| | - recommended to use words like "front-view" and "running" |
| | |
| | <video width="576" height="384" controls src="https://huggingface.co/Cseti/AD_Motion_LORAs/resolve/main/running-8vid-frontview-candidate.mp4" title="running front view"></video> |
| | |
| | # Animatediff V3 motion LORAs |
| | |
| | ## File summary |
| | |
| | |
| | | Name | Compatible Motion Model | Resolution (w/h) | Frames | Comments | |
| | | ---------------------------------------------------- | ----------------------- | ---------------- | ------ | ----------------- | |
| | | 250_cseti_Drone-Rotating_3D_footage_fr16 | v3 | 384x384 (1:1) | 16 | Drone 3d rotation | |
| | | 400_cseti_9222750_drone-rot_w576_h384_fr32_r64 | v3 | 576x384 (3:2) | 32 | Drone 3d rotation | |
| | | 200_3723723_cseti_ballerina-spin_w512_h768_r64 | v3 | 512x768 (2:3) | 16 | Ballerina spin | |
| | | 250_3723723_cseti_ballerina-spin_w512_h768_r64 | v3 | 512x768 (2:3) | 16 | Ballerina spin | |
| | | 400_cseti_5294370_walk_backview-1_w576_h384_fr32_r56 | v3 | 576x384 (3:2) | 32 | Walking back view | |
| | | 450_cseti_5294370_walk_backview-1_w576_h384_fr32_r56 | v3 | 576x384 (3:2) | 32 | Walking back view | |
| | |
| | |
| | ## <b>General recommendations</b> |
| | - These are finetuned on v3 model. Does not work with v2 or animateLCM motion models |
| | - Animatediff v3 adapter lora is recommended |
| | - If you want more motion try incrasing the scale multival (e.g. to 1.2) |
| | - I recommend using the above resolutions and upscale the animation or keep at least the aspect ratios |
| | |
| | ## <b>Drone LORAs</b> |
| | |
| | - For more motion, try incrasing the LORA strength or try adding the below trigger words to your prompt |
| | - Try trigger words: dronearound, flying around |
| | |
| | ## <b>Ballerina spin LORAs</b> |
| | |
| | - Sometimes a white veil / skirt appears during rotation. Unfortunately, this is from the original video. In such cases, try a new generation or reduce the LORA strength. |
| | - I recommend using LORA strength of 0.8-0.9 |
| | |
| | ## <b>Walking back-view LORAs</b> |
| | - I recommend using LORA strength of 0.8-0.9 |
| | - Recommended prompts: |
| | - "back view" |
| | - "drone shot" - for an upper view |
| | |
