opti_models
PyTorch optimizations and benchmarking (by IlyaDobrynin)
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. (by PINTO0309)
| opti_models | tflite2tensorflow | |
|---|---|---|
| 1 | 2 | |
| 55 | 249 | |
| - | - | |
| 0.0 | 0.0 | |
| over 2 years ago | over 1 year ago | |
| Python | Python | |
| MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
opti_models
Posts with mentions or reviews of opti_models.
We have used some of these posts to build our list of alternatives
and similar projects.
-
How to get from zero to production ready neural nets?
There are many ways to convert models into different formats for production: ONNX, OPENVINO, TensorRT. Here is a repo with examples: https://github.com/IlyaDobrynin/opti_models
tflite2tensorflow
Posts with mentions or reviews of tflite2tensorflow.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-20.
-
10$ Full Body Tracking! I'm proud to release ToucanTrack (in Beta!). Get decent FBT with the power of 2 PS3 Eye Cameras and AI!
They come in the form of tflite models, so I had to convert them to onnx. I used tf2onnx for converting the pose landmark model and tflite2tensorflow for converting the pose detection model. For improving performance, I had created a small script which modified the landmark models for supporting batch inference. This script is not included in the repository, but do tell me if you need it!
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[D]Packaging machine learning service
What you are looking for has only been around for a month: https://github.com/PINTO0309/tflite2tensorflow
What are some alternatives?
When comparing opti_models and tflite2tensorflow you can also consider the following projects:
YOLOX - YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/