This repository contains the code for the Multiclass Segmentation using the UNET architecture on the Crowd Instance-level Human Parsing (CHIP) Dataset. The complete code is written using the TensorFlow frameowork.
Download the dataset: Crowd Instance-level Human Parsing (CHIP)
The sequence of the images are: 1) Input Image 2) Ground Truth Mask and 3) Prediction Mask
![](https://private-user-images.githubusercontent.com/76248886/288086486-f2143d07-c02b-4a18-86fc-1070acbc3a41.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.f3I6wAtLE6VNs34vb2mfOIa12STUG_sa4D6XfN6SNzw)
![](https://private-user-images.githubusercontent.com/76248886/288088472-135cd387-79b1-4bdd-a19b-2dc20373c771.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MTkxNTA4OTEsIm5iZiI6MTcxOTE1MDU5MSwicGF0aCI6Ii83NjI0ODg4Ni8yODgwODg0NzItMTM1Y2QzODctNzliMS00YmRkLWExOWItMmRjMjAzNzNjNzcxLnBuZz9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNDA2MjMlMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjQwNjIzVDEzNDk1MVomWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPTM3YjE1MmUwMTFmYmQ4YzY4NmEzNmI0MjU1MTJlMTcwMmJiZTQ0ZTMyZDk3MDEyODBjOWM1ZmFlZjIxZWY0MWMmWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0JmFjdG9yX2lkPTAma2V5X2lkPTAmcmVwb19pZD0wIn0.TGsNcPjsln4Mml-4OOx3fOsjUr0kAYt2zoKF8iKW69o)