detectron2
roop
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| detectron2 | roop | |
|---|---|---|
| 49 | 43 | |
| 28,671 | 24,830 | |
| 1.9% | - | |
| 7.5 | 9.1 | |
| 11 days ago | about 1 month ago | |
| Python | Python | |
| Apache License 2.0 | GNU General Public License v3.0 only |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
detectron2
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Ask HN: How to train an image recognition AI
I don’t do AI professionally but as a hobby, so this may not be the best way. But the way you described, it seems the user maybe taking the picture a bit further away and there may be other objects in the frame. So you may want to look into some sort of segmentation or have bounding box. This could help the user make sure they are looking at documents for the correct machine.
I think something like detectron2 [1] could help. It is Apache2 license, so commercial friendly. That said the pre-trained weights may not be used for commercial purposes, so you’ll want to check on that.
[1] https://github.com/facebookresearch/detectron2
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Instance segmentation of small objects in grainy drone imagery
And not enough true positives either. Add more augmentations in the config. Also make sure the config is set correctly, so that Detectron2 isn't skipping background images: https://github.com/facebookresearch/detectron2/issues/80
- Openpose alternatives (humanSD & Densepose)
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Probelms with importing tensormask from detectron2.projects
I followed the setup of https://github.com/facebookresearch/detectron2/tree/main/projects/TensorMask. But still I can not import it. As I can with from detectron2.projects import point_rend easily from PointRend projects
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Problems with Lazy Config detectron2 (MViTv2)
I have to use this config file with the dataloader which is in https://github.com/facebookresearch/detectron2/blob/main/projects/MViTv2/configs/common/coco_loader.py. I figured that i can use cfg.dataloader.train.dataset.names = "my_dataset_train" for this.
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"[D]" Problems with Lazy Config detectron2 (MViTv2)
I want to use this config file https://github.com/facebookresearch/detectron2/blob/main/projects/MViTv2/configs/mask_rcnn_mvitv2_t_3x.py like the beneath typical way I use a yaml config file. But giving so many errors one after another that, I even failed to count at this point.
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AI Real Time (lgd for cn)
Which is built on https://github.com/facebookresearch/detectron2
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List of AI-Models
Click to Learn more...
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good computer vision or deep learning projects in github
Detectron2 (GitHub: https://github.com/facebookresearch/detectron2) is a Facebook AI Research library with state-of-the-art object detection and segmentation algorithms in PyTorch.
- Object Detection using PyTorch: Would you recommend a Framework (Detectron2, MMDetection, ...) or a project from scratch ?
roop
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roop VS facefusion - a user suggested alternative
2 projects | 30 Jan 2024
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Why Roop faceswap generates faces too pale/unsaturated
Even when faces (asian skin color) in both source and targe images are saturated and colorful, roop generate quite pale faces. I just ran it with the suggested params, and wonder if I miss anything?
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TokenFlow: Consistent Diffusion Features for Consistent Video Editing
I tend to somewhat agree. This [0] repository was posted here last week and really made me think about much of what you are discussing here.
[0] https://github.com/s0md3v/roop
- He's coming for you [remix 2]
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ROOP - AttributeError: 'INSwapper' object has no attribute 'taskname'
I don't quite understand this post:"https://github.com/s0md3v/roop/issues/122"
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Roop extension for A1111, Can it handle video?
You have a separate program for this https://github.com/s0md3v/roop
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Roop-Cam (realtime deepfake with a single image)
no idea. I reinstalled it https://github.com/s0md3v/roop/wiki/1.-Installation and still no live button
- AI Real Time (lgd for cn)
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The Last of us | Starring: Ellen Page, Hugh Jackman. | 125 hours spent rendering the entire season.
Roop, respectively its uncensored fork.
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How do I solve this problem? I have installed visual studio
9) in Windows Explorer, create folder, right click folder > Git Bash Here, type: git clone https://github.com/s0md3v/roop.git, enter
What are some alternatives?
mmdetection - OpenMMLab Detection Toolbox and Benchmark
roop-unleashed - Evolved Fork of roop with Web Server and lots of additions
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
sd-webui-roop - roop extension for StableDiffusion web-ui
openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
FaceFusion - Next generation face swapper and enhancer
U-2-Net - The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
faceswapvideo - one-click deepfake (face swap)
pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]
sd-webui-roop-unlock - roop extension for StableDiffusion web-ui
rembg - Rembg is a tool to remove images background
lance - Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..