metadata
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- 3D
- Cinematography
- OBJ
widget:
- text: >-
Isometric 3D Cinematography, a small boy stands in front of a playmat. The
playmat is adorned with a variety of toys, including a car, a fire
hydrant, and a fireman. The boy is wearing a short-sleeved blue t-shirt,
and tan pants. The floor is made of light-colored wood planks, and the
walls are painted white. To the right of the boy is a wooden shelf, and to
the left of the shelf is a green bench. The shelf is filled with various
toys, and there is a window in the background.
output:
url: images/IS1.png
- text: >-
Isometric 3D Cinematography, An outdoor view of a white dog with a black
collar. The dog is facing towards the right side of the image. There is a
white building to the right of the dog. There are windows on the building.
To the left of the white dog is a tree with yellow leaves on it. The tree
is casting a shadow on the ground. The ground is covered with leaves.
output:
url: images/IS2.png
- text: >-
Isometric 3D Cinematography, An aerial view of a large tree in the middle
of a road. The tree is surrounded by small bushes and shrubs. There are
two cars parked on the left side of the road. There is a small white house
on the right side. The house has a brown roof and white windows. The trees
are casting shadows on the ground.
output:
url: images/IS3.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Isometric 3D Cinematography
license: creativeml-openrail-m
- Prompt
- Isometric 3D Cinematography, a small boy stands in front of a playmat. The playmat is adorned with a variety of toys, including a car, a fire hydrant, and a fireman. The boy is wearing a short-sleeved blue t-shirt, and tan pants. The floor is made of light-colored wood planks, and the walls are painted white. To the right of the boy is a wooden shelf, and to the left of the shelf is a green bench. The shelf is filled with various toys, and there is a window in the background.
- Prompt
- Isometric 3D Cinematography, An outdoor view of a white dog with a black collar. The dog is facing towards the right side of the image. There is a white building to the right of the dog. There are windows on the building. To the left of the white dog is a tree with yellow leaves on it. The tree is casting a shadow on the ground. The ground is covered with leaves.
- Prompt
- Isometric 3D Cinematography, An aerial view of a large tree in the middle of a road. The tree is surrounded by small bushes and shrubs. There are two cars parked on the left side of the road. There is a small white house on the right side. The house has a brown roof and white windows. The trees are casting shadows on the ground.
The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.
Model description
strangerzonehf/Flux-Isometric-3D-Cinematography
Image Processing Parameters
| Parameter | Value | Parameter | Value |
|---|---|---|---|
| LR Scheduler | constant | Noise Offset | 0.03 |
| Optimizer | AdamW | Multires Noise Discount | 0.1 |
| Network Dim | 64 | Multires Noise Iterations | 10 |
| Network Alpha | 32 | Repeat & Steps | 28 & 3900 |
| Epoch | 25 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 24
Best Dimensions
- 768 x 1024 (Best)
- 1024 x 1024 (Default)
Setting Up
import torch
from pipelines import DiffusionPipeline
base_model = "black-forest-labs/FLUX.1-dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)
lora_repo = "strangerzonehf/Flux-Isometric-3D-Cinematography"
trigger_word = "Isometric 3D Cinematography"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
Trigger words
You should use Isometric 3D Cinematography to trigger the image generation.
Download model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.