Nitin Rai's repositories
Automating-development-of-weed-prescription-map-using-Arcpy-and-Python
Weed Prescription Map using Arcpy and Python
Image_Classification_on_Maize_and_SugarBeet_Dataset
Implemented Image Classification on RStudio on Maize and Sugarbeet Dataset. Tuned several parameters and number of epochs along with the learning rate to increase the prediction accuracy.
imageprocessing
MicaSense RedEdge and Altum image processing tutorials
jithin8mathew
Jithin Mathew
KMeans_Segmentation
Implemented KMeans on an orthomsaicked image of Barley Plots.
label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
labelImg
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
machine_learning_complete
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
NR
A beautiful, simple, clean, and responsive Jekyll theme for academics
OpenCVTX2
This is a cloned repository from JetHacks. I have worked on implementing real-time Watershed Segmentation. You'll find the algorithm (.py) in Examples folder. Let me know if I can make the algorithm more efficient. Also, JetsonTX2's inbuilt camera is not switching on by default. I have tried to change certain command lines in python to switch to the camera but it simply fails. I think the problem might be in gstreamer support and OpenCV version. I'm still working on this issue and will update the repository once the problem is fixed.
Renaming_Images
Comes under organizing dataset with defined labels for each images in a directory.
Reshaping_Images
This routine can be used to resize any number of images inside a directory. Was useful in implementing CNN on a huge datasets.
Sorting_images_according_to_the_classes
Sometimes downloaded dataset are all messed up and scattered. This algorithm helps in classifying dataset according to the classes of your choice.
yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
yolov7
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors