nncf
Open3D-ML
| nncf | Open3D-ML | |
|---|---|---|
| 2 | 1 | |
| 825 | 1,686 | |
| 7.9% | 3.0% | |
| 9.7 | 5.5 | |
| 4 days ago | about 2 months ago | |
| Python | Python | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
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.
nncf
- FLaNK Stack Weekly 06 Nov 2023
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NN mixed-precision quantization framework that supports TF?
I am aware of NNCF (https://github.com/openvinotoolkit/nncf), but it doesn't support mixed precision quantization for TF. What other frameworks support that for TF? (implement HAWQ or AutoQ algorithms for example)
Open3D-ML
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Looking for Point Cloud deep learning, training sources
I already have a basic understanding with Open3D-ML and manage to get examples for training to work. However, my knowledge is not sufficient to transfer this to my own data or model deployment.
What are some alternatives?
gpt-llm-trainer
CPPE-Dataset - Code for our paper CPPE - 5 (Medical Personal Protective Equipment), a new challenging object detection dataset
model-optimization - A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
Entity - EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
json-masker - High-performance JSON masker library in Java with no runtime dependencies
EPro-PnP - [CVPR 2022 Oral, Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation
deepsparse - Sparsity-aware deep learning inference runtime for CPUs
deepvision - PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.
open_model_zoo - Pre-trained Deep Learning models and demos (high quality and extremely fast)
pytorch_geometric - Graph Neural Network Library for PyTorch
siamese-nn-semantic-text-similarity - A repository containing comprehensive Neural Networks based PyTorch implementations for the semantic text similarity task, including architectures such as: Siamese LSTM Siamese BiLSTM with Attention Siamese Transformer Siamese BERT.
RiverREM - Make river relative elevation models (REM) and REM visualizations from an input digital elevation model (DEM).