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--- |
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tags: |
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- text-to-image |
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- lora |
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- diffusers |
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- template:diffusion-lora |
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- 3D |
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- Isometric 3D |
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- OBJ |
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widget: |
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- text: >- |
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Isometric 3D, a 3D model of a tropical island is displayed on a light blue |
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backdrop. The island features a small body of water, surrounded by gray |
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rocks and green grass. There are palm trees and small bushes scattered |
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throughout the island, adding a pop of color to the scene. |
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output: |
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url: images/ID3.png |
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- text: >- |
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Isometric 3D, a 3D rendering of a yellow jeep is positioned on a sandy |
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desert-like surface. The jeep has a white roof with a black ladder on the |
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top of it, adding a pop of color to the scene. The background is a light |
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peach color, with a large rock formation in the upper right corner of the |
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frame. There are small green plants scattered around the jeep, adding depth |
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and texture to the image. |
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output: |
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url: images/ID2.png |
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- text: >- |
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Isometric 3D, a small miniature landscape is displayed on a light green |
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backdrop. The landscape features a circular pond with a winding walkway in |
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the middle. The pond is surrounded by trees and shrubs, and there is a small |
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wooden bridge crossing the pond. The bridge is made up of gray stones, and |
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the trees are arranged in a circular pattern. A small wooden cross is |
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positioned at the center of the pond, and a small sign is placed at the |
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bottom of the bridge. |
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output: |
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url: images/ID4.png |
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instance_prompt: Isometric 3D |
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license: other |
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--- |
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<pre align="center"> |
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______ ______ __ __ __ ______ ______ __ __ ______ __ ______ |
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/\ == \/\ __ \ /\ \ /\ \_\ \ /\ ___\ /\ == \ /\ \/\ \ /\___ \ /\ \ /\ __ \ |
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\ \ _-/\ \ \/\ \\ \ \____\ \____ \\ \ \____\ \ __< \ \ \_\ \\/_/ /__ \ \ \\ \ \/\ \ |
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\ \_\ \ \_____\\ \_____\\/\_____\\ \_____\\ \_\ \_\\ \_____\ /\_____\ \ \_\\ \_____\ |
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\/_/ \/_____/ \/_____/ \/_____/ \/_____/ \/_/ /_/ \/_____/ \/_____/ \/_/ \/_____/ |
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</pre> |
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# isometric-3d |
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<Gallery /> |
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--- |
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>[!note] |
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The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases. |
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## Model description for isometric-3d |
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Image Processing Parameters |
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| Parameter | Value | Parameter | Value | |
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|---------------------------|--------|---------------------------|--------| |
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| LR Scheduler | constant | Noise Offset | 0.03 | |
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| Optimizer | AdamW | Multires Noise Discount | 0.1 | |
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| Network Dim | 64 | Multires Noise Iterations | 10 | |
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| Network Alpha | 32 | Repeat & Steps | 25 & 3400 | |
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| Epoch | 20 | Save Every N Epochs | 1 | |
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Labeling: florence2-en(natural language & English) |
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Total Images Used for Training : 20 |
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## Best Dimensions |
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- 768 x 1024 (Best) |
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- 1024 x 1024 (Default) |
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## Setting Up |
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```python |
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import torch |
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from pipelines import DiffusionPipeline |
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base_model = "black-forest-labs/FLUX.1-dev" |
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pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16) |
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lora_repo = "Polycruz9/isometric-3d" |
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trigger_word = "Isometric 3D" |
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pipe.load_lora_weights(lora_repo) |
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device = torch.device("cuda") |
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pipe.to(device) |
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``` |
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## Trigger words |
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You should use `Isometric 3D` to trigger the image generation. |
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## Download model |
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Weights for this model are available in Safetensors format. |
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[Download](/Polycruz9/isometric-3d/tree/main) them in the Files & versions tab. |
