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Top 5 Python model-converter Projects
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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.
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Judoscale
Save 47% on cloud hosting with autoscaling that just works. Judoscale integrates with Django, FastAPI, Celery, and RQ to make autoscaling easy and reliable. Save big, and say goodbye to request timeouts and backed-up task queues.
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coremltools
Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
Project mention: Intel: New Core Ultra Processors Deliver Breakthrough Performance | news.ycombinator.com | 2024-09-04I’m not saying the M3 has a fundamental advantage. I’m saying that it’s unlikely to be as high a difference as is being stated in real world use.
Regarding INT8, the frontend for the neural engine is CoreMLtools and it’s supported INT8 for a while , though their page does say the M4 has new int8-int8 acceleration https://apple.github.io/coremltools/docs-guides/source/opt-o...
And one of the contributors to the repo saying the Neural Engine supports Int8 https://github.com/apple/coremltools/issues/929#issuecomment...
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InfluxDB
InfluxDB high-performance time series database. Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python model-converter discussion
Python model-converter related posts
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[D] Object detection models that can be easily converted to CoreML
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Orange Pi 5 Plus Koboldcpp Demo (MPT, Falcon, Mini-Orca, Openllama)
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[R] Importing TensorFlow neural networks stored as *.h5
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[D] Tools for converting TF code to Pytorch
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Apple’s New M1 Chip is a Machine Learning Beast
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A note from our sponsor - InfluxDB
influxdata.com | 20 Apr 2025
Index
What are some of the best open-source model-converter projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | MMdnn | 5,811 |
| 2 | coremltools | 4,669 |
| 3 | mmdeploy | 2,928 |
| 4 | exporters | 656 |
| 5 | nobuco | 303 |
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