ttach
DeepLabCut
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ttach | DeepLabCut | |
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1 | 12 | |
940 | 4,230 | |
- | 1.9% | |
0.0 | 8.7 | |
8 months ago | 9 days ago | |
Python | Python | |
MIT License | GNU Lesser General Public License v3.0 only |
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ttach
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Setting up Google Colab for Deep Learning
While Colab usually comes pre-installed with most of the basic dependencies like Tensorflow, PyTorch, scikit-learn, pandas and many more, there are chances that you have to install external packages at times. You can do that using the !pip install command. For example we can install the ttach library which is used for augmentation of images during test phase. This can be done using:
DeepLabCut
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DeepLabCut alternatives - leap, DeepPoseKit, APT, sleap, and anipose
6 projects | 15 Jul 2022
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I want to create a pill counter using points instead of bounding boxes. What model should I train from?
Well you could try DeepLabCut - https://github.com/DeepLabCut/DeepLabCut
- Can AI make 3d model using my 2d photos ?
What are some alternatives?
DeepPoseKit - a toolkit for pose estimation using deep learning
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
lightweight-human-pose-estimation.pytorch - Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.
sleap - A deep learning framework for multi-animal pose tracking.
OpenCV - Open Source Computer Vision Library
albumentations - Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
TTNet-Real-time-Analysis-System-for-Table-Tennis-Pytorch - Unofficial implementation of "TTNet: Real-time temporal and spatial video analysis of table tennis" (CVPR 2020)
Hekate-Toolbox - A toolbox for Hekate
pose-tensorflow - Human Pose estimation with TensorFlow framework
autoalbument - AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
SuperGluePretrainedNetwork - SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)
deepsegment - A sentence segmenter that actually works!