Sandesh Bhagat's starred repositories
keras-YOLOv3-model-set
end-to-end YOLOv4/v3/v2 object detection pipeline, implemented on tf.keras with different technologies
ResNeSt-TF2
TensorFlow implementation of "ResNeSt: Split-Attention Networks"
sorghum-head
Aerial Imagery Analysis—Quantifying Appearance and Number of Sorghum Heads for Applications in Breeding and Agronomy
Semantic-Segmentation-Suite
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
CWFID-Image-Segmentation
Crop Weed Field Image Data-set (CWFID) contains 60 on-field images of carrot crop alongside some weeds. The objective of this project is to identify and segment the crop, weeds and the background from the given image. I have used few of semantic segmentation model for this purpose in this project.
PlantVillage-Dataset
Dataset of diseased plant leaf images and corresponding labels
plant_disease_experiments
A project to train and evaluate different dnn models for plant disease detection problem, tackle the problem of scarce real-life representative data, experiment with different generative networks and generate more plant leaf image data and implement segmentation pipeline to avoid miss-classification due to unwanted input
Automatic-leaf-infection-identifier
Automatic detection of plant diseases
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Toy-Neural-Network-JS
Neural Network JavaScript library for Coding Train tutorials
DeepLearning.ai-Summary
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
SSIP-Classification-of-PlantVillage-dataset
We use dataset of Hughes et al. available on https://github.com/spMohanty/PlantVillage-Dataset. The architecture is different then theirs and we are only classifying among same type of plant images.
dog_vs_cat
dogs and cats classification(done), detection(doing) and segmentation(to do).
Dog-Cat-Classifier
Dog and cat image classifier with deep learning
datascience
My notes while learning datascience
self-driving-car
The Udacity open source self-driving car project
raccoon_dataset
The dataset is used to train my own raccoon detector and I blogged about it on Medium
Weed-Detection-Vision-System-Ver-1.0
This is a repository for a project called weed detection vision system
weed_detection
weed detection code
weed_mapping
class activation mapping for weed detection
Automatic-Weed-Detection
Automatic Weed Detection And Smart Herbicide Sprayer Robot.