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Top 15 Python Tflite Projects
- Project mention: Teaching AI to Read Emotions: Science, Challenges, and Innovation Behind Facial Emotion Detection with YOLOv11 on Raspberry Pi | dev.to | 2025-11-23
Ultralytics YOLO Documentation
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Stream
Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.
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PINTO_model_zoo
A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
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TensorFlowTTS
:stuck_out_tongue_closed_eyes: TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, French, Korean, Chinese, German and Easy to adapt for other languages)
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optimum
🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
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tensorflow-yolov4-tflite
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
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AnimeGANv3
Use AnimeGANv3 to make your own animation works, including turning photos or videos into anime.
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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yolov4-custom-functions
A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny Implemented in TensorFlow, TFLite, and TensorRT.
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tensorflow-lite-YOLOv3
YOLOv3: convert .weights to .tflite format for tensorflow lite. Convert .weights to .pb format for tensorflow serving
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mousehunter-edge
Cat with prey detection on Raspberry Pi. Lock cat pet flap if prey is detected. Object detection implemented in TFLite with ImageNet v1 SSD. Inference on EdgeTPU (Google Coral USB). Stores images on AWS S3 and sends notifications to iOS device.
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nanowakeword
A lightweight, open-source, and intelligent wake word detection engine. Train custom, high-accuracy models with minimal effort.
Project mention: Show HN: Nanowakeword – Automates custom wake word model training | news.ycombinator.com | 2025-10-10 -
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SatQuant
Fixing TFLite INT8 quantization for small objects in satellite imagery. A drop-in wrapper for focus-based calibration.
Project mention: SatQuant: Fix YOLOv8 quantization accuracy on satellite imagery (Edge TPU) | news.ycombinator.com | 2025-11-28 -
SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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 Tflite discussion
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Object tracking on Android
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Tensorflow Yolo Implementation
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Contagem em tempo real das motos durante a motocada promovida pelo presidente Bolsonaro (contagem final: 6253)
- A note from our sponsor - Stream getstream.io | 23 Dec 2025
Index
What are some of the best open-source Tflite projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | yolov5 | 56,405 |
| 2 | PINTO_model_zoo | 4,012 |
| 3 | TensorFlowTTS | 3,982 |
| 4 | optimum | 3,217 |
| 5 | tensorflow-yolov4-tflite | 2,264 |
| 6 | AnimeGANv3 | 1,982 |
| 7 | exporters | 675 |
| 8 | yolov4-custom-functions | 604 |
| 9 | nobuco | 335 |
| 10 | tensorflow-lite-YOLOv3 | 106 |
| 11 | mousehunter-edge | 83 |
| 12 | efficientnet-lite-keras | 45 |
| 13 | nanowakeword | 24 |
| 14 | TBC | 2 |
| 15 | SatQuant | 2 |
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