tensorflow/tflite-micro

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Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).

Stars: 3.1k
Forks: 1.1k
Open beginner issues: 0
Indexed issues: 26
Avg merge: 1d 5h
Merged PRs (30d): 43

Dominant language: C++
License: Apache-2.0
Last GitHub push: Sep 19, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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26 open issues indexed

DECODE fix to number of channels for non-quantized tensors Open

type:bug

tensorflow/tflite-micro#3685 · 1 assignee · Opened Aug 31, 2026
STM32 Examples and Documentation for TensorFlow Lite Micro Open

type:support

tensorflow/tflite-micro#3677 · 4 comments · 1 assignee · Opened Aug 21, 2026
Regression in LSTM TFLite Conversion with Keras 3 (TF 2.17): Generated WHILE-Loop Graph Hangs During TFLite Micro Execution on Eval Board Open

type:bug

tensorflow/tflite-micro#3674 · 6 comments · 2 assignees · Opened Aug 20, 2026
CI Failure: Run-Cortex-M Open

bot:issue

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tensorflow/tflite-micro#3572 · Opened May 25, 2026
CI Failure: Run-Xtensa Open

bot:issue

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tensorflow/tflite-micro#3557 · 1 comment · Opened May 13, 2026
Remove monolithic `tensorflow` dependency from Python targets Open

pinned

tensorflow/tflite-micro#3545 · 5 comments · 1 assignee · Opened May 6, 2026
CI Failure: Run-Hexagon Open

bot:issue

Difficulty 4/5 3-5 days Newbie friendliness 35/100

tensorflow/tflite-micro#3544 · Opened May 2, 2026
CI Failure: Run-Core Open

bot:issue Stale

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tensorflow/tflite-micro#3540 · 1 comment · Opened Apr 29, 2026
could add scatter_nd and gru? Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

tensorflow/tflite-micro#3402 · Opened Feb 4, 2026
Fix "Fouble" (Fake Double) precision errors across TFLM Kernels Open

type:feature

tensorflow/tflite-micro#3271 · 1 assignee · Opened Dec 18, 2025
Add FFT operator support to TFLM kernels Open

type:feature

tensorflow/tflite-micro#3263 · 1 comment · 1 assignee · Opened Dec 6, 2025
feat(compression): update tooling to use DECODE operators Open

tensorflow/tflite-micro#3256 · 1 comment · 1 assignee · Opened Nov 25, 2025
Standardize TFLM Reference Kernels to Single Rounding Requantization Open

tensorflow/tflite-micro#3252 · 1 comment · 1 assignee · Opened Nov 14, 2025
xa_nn_vec_sigmoid_asym8s_asym8s symble NOT be compiled for HIFI4 target Open

type:bug

tensorflow/tflite-micro#3250 · 2 comments · 1 assignee · Opened Nov 4, 2025
Are tile and range supported officially by TFLM? Open

tensorflow/tflite-micro#3236 · 4 comments · 1 assignee · Opened Oct 21, 2025
Porting SELECT operator from TFLite to TFLM Open

tensorflow/tflite-micro#3219 · 1 assignee · Opened Oct 8, 2025
Porting GELU activation from TFLite to TFLM Open

tensorflow/tflite-micro#3218 · 4 comments · 1 assignee · Opened Oct 8, 2025
Support for DECODE operator Open

type:feature

tensorflow/tflite-micro#3215 · 1 assignee · Opened Oct 7, 2025
Support TfLite schema buffer and custom options offsets Open

type:bug

tensorflow/tflite-micro#3196 · 1 assignee · Opened Sep 20, 2025
SPACE_TO_BATCH_ND output shape mismatch with TFLite Open

tensorflow/tflite-micro#3185 · 5 comments · 1 reaction · 2 assignees · Opened Aug 29, 2025
TFLM output does not match TfLite output for Conv OP Open

tensorflow/tflite-micro#3130 · 5 comments · 3 reactions · 1 assignee · Opened Jul 2, 2025
port "oneHot" operator to tensorflow lite micro Open

type:feature

tensorflow/tflite-micro#3078 · 4 comments · 1 assignee · Opened Apr 2, 2025
MNIST_LSTM example case does not generate proper operators Open

tensorflow/tflite-micro#3048 · 4 comments · 1 assignee · Opened Feb 7, 2025
Add support for RANGE op Open

tensorflow/tflite-micro#3040 · 5 comments · 2 assignees · Opened Jan 21, 2025
Failure in test_generate_micro_mutable_op_resolver_tests.sh script Open

tensorflow/tflite-micro#2739 · 7 comments · 1 assignee · Opened Oct 30, 2024
Unhandled overflow in int8 SVDF evaluation Open

type:bug

tensorflow/tflite-micro#2721 · 4 comments · 1 reaction · 3 assignees · Opened Oct 9, 2024

tensorflow/tflite-micro

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