alpha-carinae29

You Can create a page in [neuralet.com ](neuralet.com)and invite people to send their own images with mask. Also the user should sign an agreement that confirms that the images are...

Hi everyone, I am going to start working on this issue. In first step I will replace one the RGB input channels with the foreground mask which is obtained from...

I use a foreground mask instead of each RGB channels and run 3 different experiments. (each for omitting one channel and use foreground mask instead.) The results of these experiment...

First I tried to run a large teacher model on Jetson TX2. In my first attempt I chose the [TensorFlow NAS Faster RCNN model](https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf1_detection_zoo.md) as my teacher model. To get...

I followed the [Nvidia's instuction](https://docs.nvidia.com/deeplearning/frameworks/tf-trt-user-guide/index.html) to convert a TensorFlow Saved Model to a TensorRT optimized version. However I still had RAM problem and the script have been killed. Then I...

So I tried to install and run [IterDet](https://github.com/saic-vul/iterdet) on Jetson TX2. First I tried to install PyTorch 1.5.0 which is the backend of the IterDet model. Since the installed JetPack...

For running the IterDet model I wrote an script inspired by the Adaptive Learning Teacher class. I observed that when I force the model to run on GPU I get...

In the next step I should find a way to run this model faster. stay tuned :)

Before performing some optimizations to the IterDet model I decided to make sure that the TensorFlow Object Detection API which is the training API for the student model can run...

@mhejrati need any help? It would be my pleasure to contribute.