RobustVideoMatting
keras-onnx
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RobustVideoMatting | keras-onnx | |
---|---|---|
16 | 2 | |
8,087 | 329 | |
- | - | |
1.0 | 4.4 | |
5 months ago | over 2 years ago | |
Python | Python | |
GNU General Public License v3.0 only | Apache License 2.0 |
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RobustVideoMatting
- lineart_coarse + openpose, batch img2img
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Tools For AI Animation and Filmmaking , Community Rules, ect. (**FAQ**)
Robust Video Matting/Background Remover (Remove Background from images and videos, useful for compositing) https://github.com/PeterL1n/RobustVideoMatting (RVM - Remove backgrounds from videos) https://github.com/nadermx/backgroundremover (BackgroundRemover - works well on single images) -------VOICE GENERATION--------
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Rotoscoping a video by comparing images
OR this separate application looks promising, if you can work out Google Collab (I couldn't unfortunately): https://github.com/PeterL1n/BackgroundMattingV2 https://github.com/PeterL1n/RobustVideoMatting
- [D] Is this ML project safe?
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[D] AI Background Removal: a quick comparison between RVM & BGMv2
GitHub
keras-onnx
- Deep learning classification with C++
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[P] [D]How to get TensorFlow model to run on Jetson Nano?
Conversion was done from Keras Tensorflow using to ONNX https://github.com/onnx/keras-onnx followed by ONNX to TensorRT using https://github.com/onnx/onnx-tensorrt The Python code used for inference using TensorRT can be found at https://github.com/jonnor/modeld/blob/tensorrt/tensorrtutils.py
What are some alternatives?
MODNet - A Trimap-Free Portrait Matting Solution in Real Time [AAAI 2022]
BackgroundMattingV2 - Real-Time High-Resolution Background Matting
PINTO_model_zoo - A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
pytorch-deep-image-matting - Pytorch implementation of deep image matting
coremltools - Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
onnx-tensorrt - ONNX-TensorRT: TensorRT backend for ONNX
caer - High-performance Vision library in Python. Scale your research, not boilerplate.
MMdnn - MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
tflite2tensorflow - Generate saved_model, tfjs, tf-trt, EdgeTPU, CoreML, quantized tflite, ONNX, OpenVINO, Myriad Inference Engine blob and .pb from .tflite. Support for building environments with Docker. It is possible to directly access the host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support. Supports inverse quantization of INT8 quantization model.
Autonomous-Ai-drone-scripts - State of the art autonomous navigation scripts using Ai, Computer Vision, Lidar and GPS to control an arducopter based quad copter.
pytorch2keras - PyTorch to Keras model convertor
DI-star - An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.