PINTO0309
In order to use Tensorflow and Tensorflow Lite with low-spec edge devices, I have created a Wheel installer that is not provided by the official website. The Python API of Tensorflow Lite provided by me runs twice as fast as the official one by implementing additional multithreading. Depending on how busy me is, the build work is carried out sequentially within a week each time the latest version is released from the official website. I am an engineer who mainly develops in Python.
7 sponsors
Featured work
-
PINTO0309/MobileNet-SSD-RealSense
[High Performance / MAX 30 FPS] RaspberryPi3(RaspberryPi/Raspbian Stretch) or Ubuntu + Multi Neural Compute Stick(NCS/NCS2) + RealSense D435(or USB Camera or PiCamera) + MobileNet-SSD(MobileNetSSD)…
Python 307 -
PINTO0309/OpenVINO-YoloV3
YoloV3/tiny-YoloV3+RaspberryPi3/Ubuntu LaptopPC+NCS/NCS2+USB Camera+Python+OpenVINO
Python 472 -
PINTO0309/Keras-OneClassAnomalyDetection
[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/…
Jupyter Notebook 93 -
PINTO0309/Tensorflow-bin
Prebuilt binary with Tensorflow Lite enabled (native build). For RaspberryPi / Jetson Nano. And, solved Tensorflow issues #15062,#21574,#21855,#23082,#25120,#25748,#29617,#29704,#30359.
Shell 303 -
PINTO0309/TensorflowLite-bin
Prebuilt binary for TensorflowLite's standalone installer. Fast tuning with MultiTread. For RaspberryPi. A very lightweight installer.
Python 64 -
PINTO0309/PINTO_model_zoo
A repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 …
Python 330
This assistance is used to maintain the development environment. Help is required to continue the Tensorflow Wheel Installer creation activity. Support is used to pay for rental servers, MicroSD cards and electricity bills.