| | Development tool | Algorithms and support | Target processor |
| | Edge Impulse Studio | Proprietary NNs | 32-bit (Cortex-M0+–M7) | | Qeexo AutoML | GBM, RF, XGBoost, NB, DT, IF, LR, LOF, SVM, CNN, CRNN, RNN, ANN | 32-bit (Cortex-M0–M4) | | STM32Cube.AI (+X-CUBE-AI) | Scikit-learn (IF, SVM, kMC, etc.), XGBoost, Keras, TFLite, Caffe, Lasagne, ConvnetJS | 32-bit (Cortex-M0⟶) | | NanoEdge AI Studio | NN, kNN, SVM, proprietary ML | 32-bit (Cortex-M0⟶) | | Imagimob | Proprietary NNs | 32-bit (Cortex-M0⟶) | | emlearn | RF, DT, NB, MLP, Keras, scikit-learn | 8-bit (ATmega328P⟶) |
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