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Keras_FLOP_Estimator
This is a function for estimating the floating point operations (FLOPS) of deep learning models developed with keras.CNN_Car_Detector
Training a deep-learning classifier for aerial top view detection of vehicles.EmergencyNet
A small deep learning model based on atrous convolutional feature fusion for the application of emergency response.AIDER
Aerial Image Database for Emergency Response ApplicationsTraffic_Sign_Classifier
This project uses deep neural networks and convolutional neural networks to classify traffic signs. It is implemented in TensorFlow in a python notebook environment.Mobilenet_Object_Detection
Rapid object detection suitable for implementation in autonomous vehicles.Car_Sideview_Detection
Resources for sideview car detection, An xml file with the description of a cascade classifier for sideview car detection for OpenCV. Also a database of 948 sideview cars and 3122 negative template images in pgm format. The images are 40x100 pixel resolution.TensorFlow_in_a_nutshell
A TensorFlow tutorial that I created by adapting the material from the UDACITY Self-driving Car Engineer class (see attached). I hope that you find this useful in the future when you need to freshen up your TensorFlow skills!Mobile_AI_Camera_Scene_Detection
Submission to the first Mobile AI challenge, where the target is to develop quantized deep learning-based camera scene classification solutions that can demonstrate a real-time performance on smartphones and IoT platformsHardware_Design_Cores
IP Cores in Verilog and VHDL for arithmetic functionsadvanced_Lane_Finding
Front-Rear-Car-Database
A database of 515 front/rear car database in jpeg format. The images are 64x64 pixel resolution.Steering-Angle-Generation-for-Camera-Based-ADAS-Systems
These python files can be used to generate virtual steering angles for datasets acquired from a car mounter camera. For example in this way you can augment datasets used for detecting vehicles and pedestrian with steering angles so that you can train a car to simultaneously detect and drive.Love Open Source and this site? Check out how you can help us