ardianumam / Tensorflow-TensorRT
This repository is for my YT video series about optimizing a Tensorflow deep learning model using TensorRT. We demonstrate optimizing LeNet-like model and YOLOv3 model, and get 3.7x and 1.5x faster for the former and the latter, respectively, compared to the original models.
☆302Updated 5 years ago
Alternatives and similar repositories for Tensorflow-TensorRT:
Users that are interested in Tensorflow-TensorRT are comparing it to the libraries listed below
- TensorFlow models accelerated with NVIDIA TensorRT☆686Updated 4 years ago
- TensorFlow object detection models accelerated with NVIDIA TensorRT (TF-TRT)☆129Updated 4 years ago
- TensorRT for Yolov3☆487Updated 2 years ago
- Darknet Weights to TensorFlow☆218Updated 2 years ago
- Python sample for referencing object detection model with TensorRT☆141Updated 2 years ago
- Image classification with NVIDIA TensorRT from TensorFlow models.☆456Updated 4 years ago
- ☆79Updated 6 years ago
- Light version of convolutional neural network Yolo v3 & v2 for objects detection with a minimum of dependencies (INT8-inference, BIT1-XNO…☆304Updated 5 years ago
- yolov3 with mobilenetv2 and efficientnet☆291Updated 2 years ago
- A Keras implementation of CenterNet with pre-trained model (unofficial)☆337Updated 3 years ago
- Running object detection on a webcam feed using TensorRT on NVIDIA GPUs in Python.☆218Updated 4 years ago
- I transfer the backend of yolov3 into Mobilenetv1，VGG16，ResNet101 and ResNeXt101☆564Updated 2 years ago
- yolov3 network slimming剪枝的一种实现☆344Updated 5 years ago
- Accelerate mobileNet-ssd with tensorRT☆186Updated 5 years ago
- partial residual networks☆100Updated 5 years ago
- YOLOv3 and YOLOv3-Tiny Implementation for Real-Time Object Detection☆42Updated 3 years ago
- CenterNet (Objects as Points) implementation in Keras and Tensorflow☆184Updated last year
- Object Detection API Tensorflow☆272Updated 3 years ago
- Caffe implementation of SSD and SSDLite detection on MobileNetv2, converted from tensorflow.☆449Updated 6 years ago
- 🔥Improve yolo with latest paper☆3Updated 5 years ago
- Save, Load Frozen Graph and Run Inference From Frozen Graph in TensorFlow 1.x and 2.x☆301Updated 4 years ago
- YoloV3/tiny-YoloV3+RaspberryPi3/Ubuntu LaptopPC+NCS/NCS2+USB Camera+Python+OpenVINO☆539Updated 3 years ago
- Tiny-DSOD: Lightweight Object Detection for Resource-Restricted Usage☆232Updated 5 years ago
- TensorRT and TensorFlow demo/example (python, jupyter notebook)☆82Updated 6 years ago
- This is a simple demonstration for running Keras model model on Tensorflow with TensorRT integration(TFTRT) or on TensorRT directly with…☆67Updated 6 years ago
- BetterNetWork4SSD☆144Updated 4 years ago
- ⚡ Useful scripts when using TensorRT☆242Updated 4 years ago
- end-to-end YOLOv4/v3/v2 object detection pipeline, implemented on tf.keras with different technologies☆640Updated 6 months ago
- More Than YOLO（v3, v4, v3-tiny, v4-tiny）☆152Updated 3 years ago
- Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)☆887Updated last year