diff --git a/src/common/augment.rs b/src/common/augment.rs
index 0b7f9fc..fd41104 100644
--- a/src/common/augment.rs
+++ b/src/common/augment.rs
@@ -23,7 +23,7 @@ pub async fn split_images(dataset_path: &String, target_height: &u32, target_wid
     if dataset_path.is_file() {
         entries.push(dataset_path.clone());
         fs::create_dir_all(format!(
-            "{}\\output\\",
+            "{}/output/",
             dataset_path.parent().unwrap().to_str().unwrap()
         ))
         .expect_or_log("Failed to create directory");
@@ -33,7 +33,7 @@ pub async fn split_images(dataset_path: &String, target_height: &u32, target_wid
             .map(|x| x.unwrap().path())
             .collect();
 
-        fs::create_dir_all(format!("{}\\output\\", dataset_path.to_str().unwrap()))
+        fs::create_dir_all(format!("{}/output/", dataset_path.to_str().unwrap()))
             .expect_or_log("Failed to create directory");
     }
     let mut threads = JoinSet::new();
@@ -118,7 +118,7 @@ pub async fn split_images(dataset_path: &String, target_height: &u32, target_wid
                     )
                     .expect_or_log("Failed to crop image");
                     let path = format!(
-                        "{}\\output\\{}_LTR_x{}_y{}.{}",
+                        "{}/output/{}_LTR_x{}_y{}.{}",
                         entry.parent().unwrap().to_str().unwrap(),
                         file_stem,
                         x_index,
@@ -171,7 +171,7 @@ pub async fn split_images(dataset_path: &String, target_height: &u32, target_wid
                     )
                     .expect_or_log("Failed to crop image");
                     let path = format!(
-                        "{}\\output\\{}_RTL_x{}_y{}.{}",
+                        "{}/output/{}_RTL_x{}_y{}.{}",
                         entry.parent().unwrap().to_str().unwrap(),
                         file_stem,
                         x_index,
@@ -219,7 +219,7 @@ pub async fn split_images_with_bias(
     let entries = fs::read_dir(dataset_path).unwrap();
     let mut threads = JoinSet::new();
 
-    fs::create_dir_all(format!("{}\\..\\output\\", dataset_path)).unwrap();
+    fs::create_dir_all(format!("{}/../output/", dataset_path)).unwrap();
 
     for entry in entries {
         let entry = entry.unwrap();
@@ -272,7 +272,7 @@ pub async fn split_images_with_bias(
                         .unwrap();
                         imgcodecs::imwrite(
                             format!(
-                                "{}\\..\\output\\{}_LTR_bias{}_x{}_y{}.{}",
+                                "{}/../output/{}_LTR_bias{}_x{}_y{}.{}",
                                 dataset_path,
                                 entry.path().file_stem().unwrap().to_str().unwrap(),
                                 bias,
@@ -328,7 +328,7 @@ pub async fn split_images_with_bias(
                         .unwrap();
                         imgcodecs::imwrite(
                             format!(
-                                "{}\\..\\output\\{}_RTL_bias{}_x{}_y{}.{}",
+                                "{}/../output/{}_RTL_bias{}_x{}_y{}.{}",
                                 dataset_path,
                                 entry.path().file_stem().unwrap().to_str().unwrap(),
                                 bias,
@@ -450,11 +450,11 @@ pub async fn filter_dataset_with_rgblist(
             .map(|e| e.unwrap().path())
             .collect();
 
-        image_output_path = format!("{}\\filtered_images\\", image_path.to_str().unwrap());
+        image_output_path = format!("{}/filtered_images/", image_path.to_str().unwrap());
     } else {
         image_entries = vec![image_path.clone()];
         image_output_path = format!(
-            "{}\\filtered\\images\\",
+            "{}/filtered/images/",
             image_path.parent().unwrap().to_str().unwrap()
         );
     }
@@ -465,11 +465,11 @@ pub async fn filter_dataset_with_rgblist(
             .map(|e| e.unwrap().path())
             .collect();
 
-        label_output_path = format!("{}\\filtered_labels\\", label_path.to_str().unwrap());
+        label_output_path = format!("{}/filtered_labels/", label_path.to_str().unwrap());
     } else {
         label_entries = vec![label_path.clone()];
         label_output_path = format!(
-            "{}\\filtered\\labels\\",
+            "{}/filtered/labels/",
             label_path.parent().unwrap().to_str().unwrap()
         );
     }
@@ -662,11 +662,11 @@ pub async fn split_images_with_filter(
             .map(|e| e.unwrap().path())
             .collect();
 
-        label_output_path = format!("{}\\output\\", label_path.to_str().unwrap());
+        label_output_path = format!("{}/output/", label_path.to_str().unwrap());
     } else {
         label_entries = vec![label_path.clone()];
         label_output_path = format!(
-            "{}\\output\\labels\\",
+            "{}/output/labels/",
             label_path.parent().unwrap().to_str().unwrap()
         );
     }
@@ -749,7 +749,7 @@ pub async fn split_images_with_filter(
                     if check_valid_pixel_count(&cropped, &rgb_list, valid_rgb_mode).0 {
                         imgcodecs::imwrite(
                             &format!(
-                                "{}\\{}.{}",
+                                "{}/{}.{}",
                                 label_output_path,
                                 label_id,
                                 label_extension.as_ref().unwrap()
@@ -792,7 +792,7 @@ pub async fn split_images_with_filter(
                     if check_valid_pixel_count(&cropped, &rgb_list, valid_rgb_mode).0 {
                         imgcodecs::imwrite(
                             &format!(
-                                "{}\\{}.{}",
+                                "{}/{}.{}",
                                 label_output_path,
                                 label_id,
                                 label_extension.as_ref().unwrap()
@@ -906,7 +906,7 @@ pub async fn stich_images(splited_images: &String, target_height: &i32, target_w
     }
 
     imgcodecs::imwrite(
-        format!("{}\\stiched.png", splited_images).as_str(),
+        format!("{}/stiched.png", splited_images).as_str(),
         &result_mat,
         &core::Vector::new(),
     )
diff --git a/src/common/convert.rs b/src/common/convert.rs
index feb6b44..3c72e7b 100644
--- a/src/common/convert.rs
+++ b/src/common/convert.rs
@@ -155,7 +155,7 @@ pub async fn rgb2rle(dataset_path: &String, rgb_list: &str) {
     let dataset_guard = dataset.lock().unwrap();
     let dataset_string = serde_json::to_string(&*dataset_guard).unwrap();
     fs::write(
-        format!("{}\\resized_labels.json", dataset_path),
+        format!("{}/resized_labels.json", dataset_path),
         dataset_string,
     )
     .unwrap();
diff --git a/src/common/dataset.rs b/src/common/dataset.rs
index 58191f7..78feb28 100644
--- a/src/common/dataset.rs
+++ b/src/common/dataset.rs
@@ -255,19 +255,19 @@ pub async fn generate_dataset_txt(dataset_path: &String, train_ratio: &f32) {
 
     let dataset_path = dataset_path.to_str().unwrap();
     fs::write(
-        format!("{}\\..\\val.txt", dataset_path),
+        format!("{}/../val.txt", dataset_path),
         valid_data.concat(),
     )
     .unwrap();
     fs::write(
-        format!("{}\\..\\train.txt", dataset_path),
+        format!("{}/../train.txt", dataset_path),
         train_data.concat(),
     )
     .unwrap();
     tracing::info!("Train dataset length: {}", train_data.len());
-    tracing::info!("Saved to {}\\..\\train.txt", dataset_path);
+    tracing::info!("Saved to {}/../train.txt", dataset_path);
     tracing::info!("Valid dataset length: {}", valid_data.len());
-    tracing::info!("Saved to {}\\..\\val.txt", dataset_path);
+    tracing::info!("Saved to {}/../val.txt", dataset_path);
     tracing::info!("Dataset split done");
 }
 
diff --git a/src/common/operation.rs b/src/common/operation.rs
index 7c6882e..726d04e 100644
--- a/src/common/operation.rs
+++ b/src/common/operation.rs
@@ -20,7 +20,7 @@ pub async fn resize_images(
     if dataset_path.is_file() {
         entries.push(dataset_path.clone());
         fs::create_dir_all(format!(
-            "{}\\output\\",
+            "{}/output/",
             dataset_path.parent().unwrap().to_str().unwrap()
         ))
         .expect_or_log("Failed to create directory");
@@ -30,7 +30,7 @@ pub async fn resize_images(
             .map(|x| x.unwrap().path())
             .collect();
 
-        fs::create_dir_all(format!("{}\\output\\", dataset_path.to_str().unwrap()))
+        fs::create_dir_all(format!("{}/output/", dataset_path.to_str().unwrap()))
             .expect_or_log("Failed to create directory");
     }
 
@@ -80,7 +80,7 @@ pub async fn resize_images(
 
             imwrite(
                 format!(
-                    "{}\\output\\{}",
+                    "{}/output/{}",
                     entry.parent().unwrap().to_str().unwrap(),
                     entry.file_name().unwrap().to_str().unwrap()
                 )
@@ -184,7 +184,7 @@ pub fn crop_rectangle_region(source_path: &String, target_path: &String, corners
 pub fn normalize(dataset_path: &String, target_max: &f64, target_min: &f64) {
     let entries = fs::read_dir(dataset_path).expect_or_log("Failed to read directory");
 
-    fs::create_dir_all(format!("{}\\output\\", dataset_path))
+    fs::create_dir_all(format!("{}/output/", dataset_path))
         .expect_or_log("Failed to create directory");
 
     for entry in entries {
@@ -221,7 +221,7 @@ pub fn normalize(dataset_path: &String, target_max: &f64, target_min: &f64) {
         .expect_or_log("Failed to normalize");
 
         let dst_path = format!(
-            "{}\\output\\{}",
+            "{}/output/{}",
             dataset_path,
             entry
                 .path()
diff --git a/src/common/remap.rs b/src/common/remap.rs
index d8c6b29..d129510 100644
--- a/src/common/remap.rs
+++ b/src/common/remap.rs
@@ -40,7 +40,7 @@ pub async fn remap_color(original_color: &str, new_color: &str, dataset_path: &S
     if dataset_path.is_file() {
         entries.push(dataset_path.clone());
         fs::create_dir_all(format!(
-            "{}\\output\\",
+            "{}/output/",
             dataset_path.parent().unwrap().to_str().unwrap()
         ))
         .expect_or_log("Failed to create directory");
@@ -49,7 +49,7 @@ pub async fn remap_color(original_color: &str, new_color: &str, dataset_path: &S
             .unwrap()
             .map(|x| x.unwrap().path())
             .collect();
-        fs::create_dir_all(format!("{}\\output\\", dataset_path.to_str().unwrap()))
+        fs::create_dir_all(format!("{}/output/", dataset_path.to_str().unwrap()))
             .expect_or_log("Failed to create directory");
     }
 
@@ -108,7 +108,7 @@ pub async fn remap_color(original_color: &str, new_color: &str, dataset_path: &S
 
             imwrite(
                 format!(
-                    "{}\\output\\{}",
+                    "{}/output/{}",
                     entry.parent().unwrap().to_str().unwrap(),
                     entry.file_name().unwrap().to_str().unwrap()
                 )
@@ -162,7 +162,7 @@ pub async fn remap_background_color(valid_colors: &str, new_color: &str, dataset
     if dataset_path.is_file() {
         entries.push(dataset_path.clone());
         fs::create_dir_all(format!(
-            "{}\\output\\",
+            "{}/output/",
             dataset_path.parent().unwrap().to_str().unwrap()
         ))
         .expect_or_log("Failed to create directory");
@@ -171,7 +171,7 @@ pub async fn remap_background_color(valid_colors: &str, new_color: &str, dataset
             .unwrap()
             .map(|x| x.unwrap().path())
             .collect();
-        fs::create_dir_all(format!("{}\\output\\", dataset_path.to_str().unwrap()))
+        fs::create_dir_all(format!("{}/output/", dataset_path.to_str().unwrap()))
             .expect_or_log("Failed to create directory");
     }
 
@@ -228,7 +228,7 @@ pub async fn remap_background_color(valid_colors: &str, new_color: &str, dataset
 
             imwrite(
                 format!(
-                    "{}\\output\\{}",
+                    "{}/output/{}",
                     entry.parent().unwrap().to_str().unwrap(),
                     entry.file_name().unwrap().to_str().unwrap()
                 )
@@ -259,7 +259,7 @@ pub async fn class2rgb(dataset_path: &String, rgb_list: &str) {
     if dataset_path.is_file() {
         entries.push(dataset_path.clone());
         fs::create_dir_all(format!(
-            "{}\\output\\",
+            "{}/output/",
             dataset_path.parent().unwrap().to_str().unwrap()
         ))
         .expect_or_log("Failed to create directory");
@@ -268,7 +268,7 @@ pub async fn class2rgb(dataset_path: &String, rgb_list: &str) {
             .unwrap()
             .map(|x| x.unwrap().path())
             .collect();
-        fs::create_dir_all(format!("{}\\output\\", dataset_path.to_str().unwrap()))
+        fs::create_dir_all(format!("{}/output/", dataset_path.to_str().unwrap()))
             .expect_or_log("Failed to create directory");
     }
 
@@ -331,7 +331,7 @@ pub async fn class2rgb(dataset_path: &String, rgb_list: &str) {
 
                 imwrite(
                     format!(
-                        "{}\\output\\{}",
+                        "{}/output/{}",
                         entry.parent().unwrap().to_str().unwrap(),
                         entry.file_name().unwrap().to_str().unwrap()
                     )
@@ -360,7 +360,7 @@ pub async fn class2rgb(dataset_path: &String, rgb_list: &str) {
     std::mem::drop(header_span_enter);
     std::mem::drop(header_span);
     tracing::info!("All done");
-    tracing::info!("Saved to {}\\output\\", dataset_path.to_str().unwrap());
+    tracing::info!("Saved to {}/output/", dataset_path.to_str().unwrap());
 }
 
 pub async fn rgb2class(dataset_path: &String, rgb_list: &str) {
@@ -369,7 +369,7 @@ pub async fn rgb2class(dataset_path: &String, rgb_list: &str) {
     if dataset_path.is_file() {
         entries.push(dataset_path.clone());
         fs::create_dir_all(format!(
-            "{}\\output\\",
+            "{}/output/",
             dataset_path.parent().unwrap().to_str().unwrap()
         ))
         .expect_or_log("Failed to create directory");
@@ -379,7 +379,7 @@ pub async fn rgb2class(dataset_path: &String, rgb_list: &str) {
             .map(|x| x.unwrap().path())
             .filter(|x| x.is_file())
             .collect();
-        fs::create_dir_all(format!("{}\\output\\", dataset_path.to_str().unwrap()))
+        fs::create_dir_all(format!("{}/output/", dataset_path.to_str().unwrap()))
             .expect_or_log("Failed to create directory");
     }
 
@@ -447,7 +447,7 @@ pub async fn rgb2class(dataset_path: &String, rgb_list: &str) {
 
                 imwrite(
                     format!(
-                        "{}\\output\\{}",
+                        "{}/output/{}",
                         entry.parent().unwrap().to_str().unwrap(),
                         entry.file_name().unwrap().to_str().unwrap()
                     )
@@ -480,7 +480,7 @@ pub async fn rgb2class(dataset_path: &String, rgb_list: &str) {
 
     tracing::info!("All done");
     tracing::info!(
-        "Saved to {}\\output\\",
+        "Saved to {}/output/",
         dataset_path
             .parent()
             .expect_or_log("Get parent error")
diff --git a/src/yolo/dataset.rs b/src/yolo/dataset.rs
index 392b20f..883a76b 100644
--- a/src/yolo/dataset.rs
+++ b/src/yolo/dataset.rs
@@ -56,19 +56,19 @@ pub async fn split_dataset(dataset_path: &String, train_ratio: &f32) {
     let valid_data = data[train_count as usize..].to_vec();
 
     fs::write(
-        format!("{}\\..\\val.txt", dataset_path),
+        format!("{}/../val.txt", dataset_path),
         valid_data.concat(),
     )
     .unwrap();
     fs::write(
-        format!("{}\\..\\train.txt", dataset_path),
+        format!("{}/../train.txt", dataset_path),
         train_data.concat(),
     )
     .unwrap();
     tracing::info!("Train dataset length: {}", train_data.len());
-    tracing::info!("Saved to {}\\..\\train.txt", dataset_path);
+    tracing::info!("Saved to {}/../train.txt", dataset_path);
     tracing::info!("Valid dataset length: {}", valid_data.len());
-    tracing::info!("Saved to {}\\..\\val.txt", dataset_path);
+    tracing::info!("Saved to {}/../val.txt", dataset_path);
     tracing::info!("Dataset split done");
 }