wingedrasengan927 / Tensorflow-2-Object-Detection-API-Flask-Application
In this application we build an API endpoint for the Tensorflow Object Detection API and deploy it on Google Kubernetes Engine. The user hits the endpoint with image data and gets a response which consists of detections with scores, image data with overlay, image size (can be customized).
☆18Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for Tensorflow-2-Object-Detection-API-Flask-Application
- YOLOv4 Implemented in Tensorflow 2.0. Convert YOLO v4 .weights to .pb and .tflite format for tensorflow and tensorflow lite.☆63Updated 3 years ago
- Script to generate train.txt for custom yolov3 object detection.☆27Updated 4 years ago
- A two stage license recognition implement in Yolov3 and ResNet+GRU.☆64Updated 4 years ago
- Yolov5 : You Look Only Once v5 Learning Resources and Collection☆47Updated 3 years ago
- ☆124Updated 5 years ago
- Classifying people as high risk and low risk based on their distance to other people.☆110Updated 6 months ago
- ☆120Updated 4 years ago
- ☆66Updated 4 years ago
- ☆140Updated 2 months ago
- ☆37Updated 3 years ago
- Download and visualize single or multiple classes from the huge Open Images v4 dataset☆46Updated 4 years ago
- License plate Object Detection through YOLOv3 and Recognition through pytesseract☆30Updated 4 years ago
- label file converter: xml to yolo☆68Updated 4 years ago
- Object Detection Streaming using Django☆66Updated 4 months ago
- YOLO & RCNN Object Detection and Multi-Object Tracking☆32Updated 4 years ago
- Tensorflow 2 Object Detection API Tutorial. This tutorial will take you from installation, to running pre-trained detection model, and tr…☆115Updated 4 years ago
- Detect whether the person is wearing the safety helmet and vest in industry.☆24Updated 5 years ago
- Code to mass download images from Google Images using JavaScript Console Window and python script.☆56Updated 4 years ago
- ☆62Updated 2 years ago
- YoLo is a CNN architecture which specialize in object detection. I am using tutorial from https://www.pyimagesearch.com/2018/11/12/yolo-o…☆18Updated 5 years ago
- ImageNet file xml format to Darknet text format☆143Updated 5 months ago
- YOLOv4 Implemented in Tensorflow 2.☆136Updated 3 years ago
- object detection in video☆95Updated last year
- A simpler way to process Vehicle Color Identification for Intelligent Traffic Systems (ITS)☆12Updated 5 years ago
- Flask Object Detection - TensorFlow☆34Updated last year
- A License-Plate detecttion application based on YOLO☆125Updated 3 years ago
- Code for initializing popular machine learning datasets (accompanies the YouTube videos I've created)☆13Updated last year
- A minimal YOLO V1 implementation using Keras☆43Updated last year
- Real-time PPE detection and tracking using YOLO v3 and deep_sort☆110Updated 6 months ago