wired chars fix

edit-training.html

@@ -287,7 +287,7 @@
                     <!-- Autogenerated/Keep Variables -->
                     <!-- <div class="config-section">
                         <h3>Dataset & Class Settings</h3>
-                        <div class="setting-row"><div class="setting-row-inner"><label class="setting-label" for="num_classes">Num Classes</label><input type="number" id="num_classes" name="num_classes" value="80" min="1" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Number of object classes to detect in your dataset.<br>Example: 1–100 (COCO has 80)</div></div></div>
+                        <div class="setting-row"><div class="setting-row-inner"><label class="setting-label" for="num_classes">Num Classes</label><input type="number" id="num_classes" name="num_classes" value="80" min="1" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Number of object classes to detect in your dataset.<br>Example: 1-100 (COCO has 80)</div></div></div>
                         <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Train Ann</span><input type="text" name="train_ann" value="instances_train2017.json" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Filenames of annotation files (usually in COCO format) for training, validation, and testing respectively.<br>Examples: instances_train2017.json</div></div></div>
                         <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Val Ann</span><input type="text" name="val_ann" value="instances_val2017.json" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Validation annotation file name.</div></div></div>
                         <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Test Ann</span><input type="text" name="test_ann" value="instances_test2017.json" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Test annotation file name.</div></div></div>
@@ -298,22 +298,22 @@
                     <div class="config-section-foldable">
                         <h3>Main Parameters</h3>
                         <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Exp Name</span><input type="text" name="exp_name" value="custom_exp" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Name to identify this training run/experiment. Used for logging and saving files.</div></div></div>
-                        <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Max Epoch</span><input type="number" name="max_epoch" value="300" min="1" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Total number of training epochs.<br>Typical: 100–300</div></div></div>
+                        <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Max Epoch</span><input type="number" name="max_epoch" value="300" min="1" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Total number of training epochs.<br>Typical: 100-300</div></div></div>
                         <div class="setting-row"><div class="setting-row-inner"><label class="setting-label" for="depth">Depth</label><input type="number" id="depth" step="any" name="depth" value="1.00" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Controls the depth (number of layers) of the backbone. Higher depth improves accuracy but may slow down training.<br>Typical values: 0.33 (nano), 0.67 (tiny), 1.0 (s, m, l)</div></div></div>
-                        <div class="setting-row"><div class="setting-row-inner"><label class="setting-label" for="width">Width</label><input type="number" id="width" step="any" name="width" value="1.00" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Controls the width (number of channels) in each layer. Wider models capture more detail but use more memory.<br>Typical values: 0.25–1.33</div></div></div>
+                        <div class="setting-row"><div class="setting-row-inner"><label class="setting-label" for="width">Width</label><input type="number" id="width" step="any" name="width" value="1.00" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Controls the width (number of channels) in each layer. Wider models capture more detail but use more memory.<br>Typical values: 0.25-1.33</div></div></div>
 
                         <!-- Details Foldable -->
                         <div class="config-section-foldable nested">
                             <h3 style="cursor:pointer;display:flex;align-items:center;" onclick="toggleFold(this)"><span>Details</span><span class="fold-icon" style="margin-left:8px;font-size:1.2em;">▼</span></h3>
                             <div class="foldable-content">
                                 <div class="setting-row"><div class="setting-row-inner"><label class="setting-label" for="act">Activation</label><input type="text" id="act" name="act" value="silu" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Activation function used in the network.<br>Options: silu, relu, leaky_relu</div></div></div>
-                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Warmup Epochs</span><input type="number" name="warmup_epochs" value="5" min="0" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Number of epochs at the beginning with a slowly increasing learning rate.<br>Common: 3–5</div></div></div>
+                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Warmup Epochs</span><input type="number" name="warmup_epochs" value="5" min="0" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Number of epochs at the beginning with a slowly increasing learning rate.<br>Common: 3-5</div></div></div>
                                 <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Warmup LR</span><input type="number" step="any" name="warmup_lr" value="0" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Starting learning rate during warmup phase. Usually set to 0.</div></div></div>
                                 <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Scheduler</span><input type="text" name="scheduler" value="yoloxwarmcos" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Learning rate scheduler.<br>Default: yoloxwarmcos</div></div></div>
-                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">No Aug Epochs</span><input type="number" name="no_aug_epochs" value="15" min="0" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Number of final epochs with no data augmentation to improve final accuracy.<br>Typical: 10–20</div></div></div>
+                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">No Aug Epochs</span><input type="number" name="no_aug_epochs" value="15" min="0" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Number of final epochs with no data augmentation to improve final accuracy.<br>Typical: 10-20</div></div></div>
                                 <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Min LR Ratio</span><input type="number" step="any" name="min_lr_ratio" value="0.05" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Minimum ratio between the final and initial learning rate.<br>Default: 0.05</div></div></div>
                                 <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">EMA</span><input type="checkbox" name="ema" checked /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Enable Exponential Moving Average of model weights for smoother training results.</div></div></div>
-                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Weight Decay</span><input type="number" step="any" name="weight_decay" value="0.0005" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Regularization term to reduce overfitting.<br>Typical: 0.0001–0.001</div></div></div>
+                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Weight Decay</span><input type="number" step="any" name="weight_decay" value="0.0005" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Regularization term to reduce overfitting.<br>Typical: 0.0001-0.001</div></div></div>
                                 <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Momentum</span><input type="number" step="any" name="momentum" value="0.9" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Momentum for optimizer.<br>Default: 0.9</div></div></div>
                                 <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Input Size</span><input type="text" name="input_size" value="640,640" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Size of input images during training, formatted as width,height.<br>Common values: 640,640 or 512,512</div></div></div>
                             </div>
@@ -327,8 +327,8 @@
                                 <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Eval Interval</span><input type="number" name="eval_interval" value="10" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">How often to evaluate on validation set (in epochs).<br>Example: 10</div></div></div>
                                 <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Save History CKPT</span><input type="checkbox" name="save_history_ckpt" checked /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Save model checkpoints periodically for backup or resuming.</div></div></div>
                                 <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Test Size</span><input type="text" name="test_size" value="640,640" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Input size for evaluation, formatted as width,height.<br>Example: 640,640</div></div></div>
-                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Test Conf</span><input type="number" step="any" name="test_conf" value="0.01" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Confidence score threshold for predictions during evaluation.<br>Typical: 0.01–0.3</div></div></div>
+                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Test Conf</span><input type="number" step="any" name="test_conf" value="0.01" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Confidence score threshold for predictions during evaluation.<br>Typical: 0.01-0.3</div></div></div>
-                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">NMS Thre</span><input type="number" step="any" name="nmsthre" value="0.65" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">IoU threshold for non-maximum suppression (NMS).<br>Typical: 0.5–0.7</div></div></div>
+                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">NMS Thre</span><input type="number" step="any" name="nmsthre" value="0.65" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">IoU threshold for non-maximum suppression (NMS).<br>Typical: 0.5-0.7</div></div></div>
                             </div>
                         </div>
 
@@ -336,17 +336,17 @@
                         <div class="config-section-foldable nested">
                             <h3 style="cursor:pointer;display:flex;align-items:center;" onclick="toggleFold(this)"><span>Transformation Settings</span><span class="fold-icon" style="margin-left:8px;font-size:1.2em;">▼</span></h3>
                             <div class="foldable-content">
-                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Multiscale Range</span><input type="number" name="multiscale_range" value="5" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Controls how much to vary image sizes during training for robustness.<br>Range: 0–10 (e.g. 5 = ±5 scale levels)</div></div></div>
+                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Multiscale Range</span><input type="number" name="multiscale_range" value="5" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Controls how much to vary image sizes during training for robustness.<br>Range: 0-10 (e.g. 5 = ±5 scale levels)</div></div></div>
                                 <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Enable Mixup</span><input type="checkbox" name="enable_mixup" checked /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Toggle mixup augmentation on or off. Improves generalization.</div></div></div>
-                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Mosaic Prob</span><input type="number" step="any" name="mosaic_prob" value="1.0" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Probability of applying mosaic augmentation, which combines 4 images into 1.<br>Range: 0.0–1.0</div></div></div>
+                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Mosaic Prob</span><input type="number" step="any" name="mosaic_prob" value="1.0" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Probability of applying mosaic augmentation, which combines 4 images into 1.<br>Range: 0.0-1.0</div></div></div>
-                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Mixup Prob</span><input type="number" step="any" name="mixup_prob" value="1.0" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Probability of applying mixup augmentation, blending two images and labels.<br>Range: 0.0–1.0</div></div></div>
+                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Mixup Prob</span><input type="number" step="any" name="mixup_prob" value="1.0" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Probability of applying mixup augmentation, blending two images and labels.<br>Range: 0.0-1.0</div></div></div>
-                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">HSV Prob</span><input type="number" step="any" name="hsv_prob" value="1.0" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Probability of applying HSV (color) augmentation to images.<br>Range: 0.0–1.0</div></div></div>
+                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">HSV Prob</span><input type="number" step="any" name="hsv_prob" value="1.0" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Probability of applying HSV (color) augmentation to images.<br>Range: 0.0-1.0</div></div></div>
                                 <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Flip Prob</span><input type="number" step="any" name="flip_prob" value="0.5" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Probability of flipping the image horizontally.<br>Default: 0.5</div></div></div>
-                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Degrees</span><input type="number" step="any" name="degrees" value="10.0" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Maximum rotation angle for random rotation.<br>Typical: 0–15°</div></div></div>
+                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Degrees</span><input type="number" step="any" name="degrees" value="10.0" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Maximum rotation angle for random rotation.<br>Typical: 0-15°</div></div></div>
                                 <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Mosaic Scale</span><input type="text" name="mosaic_scale" value="0.1,2" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Scale range for mosaic augmentation, formatted as min,max.<br>Example: 0.1,2.0</div></div></div>
                                 <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Mixup Scale</span><input type="text" name="mixup_scale" value="0.5,1.5" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Scale range for mixup augmentation.<br>Example: 0.5,1.5</div></div></div>
-                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Translate</span><input type="number" step="any" name="translate" value="0.1" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Maximum translation ratio. A value of 0.1 means 10% shift in image position.<br>Range: 0.0–0.3</div></div></div>
+                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Translate</span><input type="number" step="any" name="translate" value="0.1" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Maximum translation ratio. A value of 0.1 means 10% shift in image position.<br>Range: 0.0-0.3</div></div></div>
-                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Shear</span><input type="number" step="any" name="shear" value="2.0" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Maximum shear angle in degrees for geometric distortion.<br>Typical: 0.0–5.0</div></div></div>
+                                <div class="setting-row"><div class="setting-row-inner"><span class="setting-label">Shear</span><input type="number" step="any" name="shear" value="2.0" /></div><div class="setting-desc-foldable"><div class="setting-desc-header" onclick="toggleDescFold(this)"><span class="desc-fold-icon" style="margin-right:8px;">►</span>Description</div><div class="setting-desc-content">Maximum shear angle in degrees for geometric distortion.<br>Typical: 0.0-5.0</div></div></div>
                             </div>
                         </div>
                     </div>