How to Capture and Display Camera Video with Python on Jetson TX2

In this post I share how to use python code (with OpenCV) to capture and display camera video on Jetson TX2, including IP CAM, USB webcam and the Jetson onboard camera. This sample code should work on Jetson TX1 as well.

Share "How to Capture and Display Camera Video with Python on Jetson TX2"

Share on: FacebookTwitter

Training a Fish Detector with NVIDIA DetectNet (Part 2/2)

I trained a DetectNet model with the data I prepared from Kaggle's 'The Nature Conservancy Fisheries Monitoring' dataset. Here's the list of steps I employed for the training, as well as a brief discussion about the result.

Share "Training a Fish Detector with NVIDIA DetectNet (Part 2/2)"

Share on: FacebookTwitter

Training a Fish Detector with NVIDIA DetectNet (Part 1/2)

I took fish image data from Kaggle's 'The Nature Conservancy Fisheries Monitoring' competition, and wanted to train a 'fish detector' with it. I chose NVIDIA DetectNet as the underlying object detector. In this post I documented how I prepared fish image training data for DetectNet.

Share "Training a Fish Detector with NVIDIA DetectNet (Part 1/2)"

Share on: FacebookTwitter

How I Built My Own Deep Learning PC

I built my own deep learning PC for DNN/CNN training about 1 year ago. Here's how I did it.

Share "How I Built My Own Deep Learning PC"

Share on: FacebookTwitter

Trying out TensorRT on Jetson TX2

As I was learning how to use TensorRT to achieve best inference performance on Jetson TX2, I used my previously trained cats-dogs Caffe model for experiment. The result was good, as expected.

Share "Trying out TensorRT on Jetson TX2"

Share on: FacebookTwitter

Deep Learning Cats Dogs Tutorial on Jetson TX2

I ran the Deep Leanring Cats Dogs Tutorial code to train an AlexNet on Jetson TX2. This is the best Caffe and Pyhton tutorial I've come across so far. I highly recommend it to people who wants to learn Caffe.

Share "Deep Learning Cats Dogs Tutorial on Jetson TX2"

Share on: FacebookTwitter

Nintendo AI Agent Training in Action, Finally...

I finally managed to put everything together, and started training my AI Agent (DeepMind's DQN) to play 'Galaga' on Nintendo Famicom Mini. Hopefully the AI could learn in a couple of weeks to play significantly better than the random player so that I could report the progress then...

Share "Nintendo AI Agent Training in Action, Finally..."

Share on: FacebookTwitter

blog built using the cayman-theme by Jason Long. LICENSE