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Alex Cabrera
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Parent(s):
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- .dockerignore +1 -0
- .zeno_cache/EMBEDDINGIMAGENET1K_V1.pickle +3 -0
- .zeno_cache/EMBEDDINGIMAGENET1K_V2.pickle +3 -0
- .zeno_cache/EMBEDDINGresnet+clip.pickle +3 -0
- .zeno_cache/OUTPUTIMAGENET1K_V1.pickle +3 -0
- .zeno_cache/OUTPUTIMAGENET1K_V2.pickle +3 -0
- .zeno_cache/OUTPUTresnet+clip.pickle +3 -0
- .zeno_cache/POSTDISTILLcorrectIMAGENET1K_V1.pickle +3 -0
- .zeno_cache/POSTDISTILLcorrectIMAGENET1K_V2.pickle +3 -0
- .zeno_cache/POSTDISTILLoutput_labelIMAGENET1K_V1.pickle +3 -0
- .zeno_cache/POSTDISTILLoutput_labelIMAGENET1K_V2.pickle +3 -0
- .zeno_cache/PREDISTILLblue_border_count.pickle +3 -0
- .zeno_cache/PREDISTILLborder_brightness.pickle +3 -0
- .zeno_cache/PREDISTILLbrightness.pickle +3 -0
- .zeno_cache/PREDISTILLred_count.pickle +3 -0
- .zeno_cache/folders.pickle +3 -0
- .zeno_cache/reports.pickle +3 -0
- .zeno_cache/slices.pickle +3 -0
- .zeno_cache/view.mjs +776 -0
- Dockerfile +22 -0
- README.md +1 -0
- __pycache__/brightness.cpython-38.pyc +0 -0
- __pycache__/color.cpython-38.pyc +0 -0
- __pycache__/inference.cpython-38.pyc +0 -0
- __pycache__/loading.cpython-38.pyc +0 -0
- __pycache__/metrics.cpython-38.pyc +0 -0
- brightness.py +44 -0
- color.py +51 -0
- config.toml +11 -0
- imagenette/.DS_Store +0 -0
- imagenette/val/.DS_Store +0 -0
- imagenette/val/n01440764/ILSVRC2012_val_00009111.JPEG +0 -0
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- imagenette/val/n01440764/n01440764_10281.JPEG +0 -0
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|
|
|
1 |
+
function noop() { }
|
2 |
+
function run(fn) {
|
3 |
+
return fn();
|
4 |
+
}
|
5 |
+
function blank_object() {
|
6 |
+
return Object.create(null);
|
7 |
+
}
|
8 |
+
function run_all(fns) {
|
9 |
+
fns.forEach(run);
|
10 |
+
}
|
11 |
+
function is_function(thing) {
|
12 |
+
return typeof thing === 'function';
|
13 |
+
}
|
14 |
+
function safe_not_equal(a, b) {
|
15 |
+
return a != a ? b == b : a !== b || ((a && typeof a === 'object') || typeof a === 'function');
|
16 |
+
}
|
17 |
+
let src_url_equal_anchor;
|
18 |
+
function src_url_equal(element_src, url) {
|
19 |
+
if (!src_url_equal_anchor) {
|
20 |
+
src_url_equal_anchor = document.createElement('a');
|
21 |
+
}
|
22 |
+
src_url_equal_anchor.href = url;
|
23 |
+
return element_src === src_url_equal_anchor.href;
|
24 |
+
}
|
25 |
+
function is_empty(obj) {
|
26 |
+
return Object.keys(obj).length === 0;
|
27 |
+
}
|
28 |
+
|
29 |
+
// Track which nodes are claimed during hydration. Unclaimed nodes can then be removed from the DOM
|
30 |
+
// at the end of hydration without touching the remaining nodes.
|
31 |
+
let is_hydrating = false;
|
32 |
+
function start_hydrating() {
|
33 |
+
is_hydrating = true;
|
34 |
+
}
|
35 |
+
function end_hydrating() {
|
36 |
+
is_hydrating = false;
|
37 |
+
}
|
38 |
+
function upper_bound(low, high, key, value) {
|
39 |
+
// Return first index of value larger than input value in the range [low, high)
|
40 |
+
while (low < high) {
|
41 |
+
const mid = low + ((high - low) >> 1);
|
42 |
+
if (key(mid) <= value) {
|
43 |
+
low = mid + 1;
|
44 |
+
}
|
45 |
+
else {
|
46 |
+
high = mid;
|
47 |
+
}
|
48 |
+
}
|
49 |
+
return low;
|
50 |
+
}
|
51 |
+
function init_hydrate(target) {
|
52 |
+
if (target.hydrate_init)
|
53 |
+
return;
|
54 |
+
target.hydrate_init = true;
|
55 |
+
// We know that all children have claim_order values since the unclaimed have been detached if target is not <head>
|
56 |
+
let children = target.childNodes;
|
57 |
+
// If target is <head>, there may be children without claim_order
|
58 |
+
if (target.nodeName === 'HEAD') {
|
59 |
+
const myChildren = [];
|
60 |
+
for (let i = 0; i < children.length; i++) {
|
61 |
+
const node = children[i];
|
62 |
+
if (node.claim_order !== undefined) {
|
63 |
+
myChildren.push(node);
|
64 |
+
}
|
65 |
+
}
|
66 |
+
children = myChildren;
|
67 |
+
}
|
68 |
+
/*
|
69 |
+
* Reorder claimed children optimally.
|
70 |
+
* We can reorder claimed children optimally by finding the longest subsequence of
|
71 |
+
* nodes that are already claimed in order and only moving the rest. The longest
|
72 |
+
* subsequence subsequence of nodes that are claimed in order can be found by
|
73 |
+
* computing the longest increasing subsequence of .claim_order values.
|
74 |
+
*
|
75 |
+
* This algorithm is optimal in generating the least amount of reorder operations
|
76 |
+
* possible.
|
77 |
+
*
|
78 |
+
* Proof:
|
79 |
+
* We know that, given a set of reordering operations, the nodes that do not move
|
80 |
+
* always form an increasing subsequence, since they do not move among each other
|
81 |
+
* meaning that they must be already ordered among each other. Thus, the maximal
|
82 |
+
* set of nodes that do not move form a longest increasing subsequence.
|
83 |
+
*/
|
84 |
+
// Compute longest increasing subsequence
|
85 |
+
// m: subsequence length j => index k of smallest value that ends an increasing subsequence of length j
|
86 |
+
const m = new Int32Array(children.length + 1);
|
87 |
+
// Predecessor indices + 1
|
88 |
+
const p = new Int32Array(children.length);
|
89 |
+
m[0] = -1;
|
90 |
+
let longest = 0;
|
91 |
+
for (let i = 0; i < children.length; i++) {
|
92 |
+
const current = children[i].claim_order;
|
93 |
+
// Find the largest subsequence length such that it ends in a value less than our current value
|
94 |
+
// upper_bound returns first greater value, so we subtract one
|
95 |
+
// with fast path for when we are on the current longest subsequence
|
96 |
+
const seqLen = ((longest > 0 && children[m[longest]].claim_order <= current) ? longest + 1 : upper_bound(1, longest, idx => children[m[idx]].claim_order, current)) - 1;
|
97 |
+
p[i] = m[seqLen] + 1;
|
98 |
+
const newLen = seqLen + 1;
|
99 |
+
// We can guarantee that current is the smallest value. Otherwise, we would have generated a longer sequence.
|
100 |
+
m[newLen] = i;
|
101 |
+
longest = Math.max(newLen, longest);
|
102 |
+
}
|
103 |
+
// The longest increasing subsequence of nodes (initially reversed)
|
104 |
+
const lis = [];
|
105 |
+
// The rest of the nodes, nodes that will be moved
|
106 |
+
const toMove = [];
|
107 |
+
let last = children.length - 1;
|
108 |
+
for (let cur = m[longest] + 1; cur != 0; cur = p[cur - 1]) {
|
109 |
+
lis.push(children[cur - 1]);
|
110 |
+
for (; last >= cur; last--) {
|
111 |
+
toMove.push(children[last]);
|
112 |
+
}
|
113 |
+
last--;
|
114 |
+
}
|
115 |
+
for (; last >= 0; last--) {
|
116 |
+
toMove.push(children[last]);
|
117 |
+
}
|
118 |
+
lis.reverse();
|
119 |
+
// We sort the nodes being moved to guarantee that their insertion order matches the claim order
|
120 |
+
toMove.sort((a, b) => a.claim_order - b.claim_order);
|
121 |
+
// Finally, we move the nodes
|
122 |
+
for (let i = 0, j = 0; i < toMove.length; i++) {
|
123 |
+
while (j < lis.length && toMove[i].claim_order >= lis[j].claim_order) {
|
124 |
+
j++;
|
125 |
+
}
|
126 |
+
const anchor = j < lis.length ? lis[j] : null;
|
127 |
+
target.insertBefore(toMove[i], anchor);
|
128 |
+
}
|
129 |
+
}
|
130 |
+
function append(target, node) {
|
131 |
+
target.appendChild(node);
|
132 |
+
}
|
133 |
+
function append_styles(target, style_sheet_id, styles) {
|
134 |
+
const append_styles_to = get_root_for_style(target);
|
135 |
+
if (!append_styles_to.getElementById(style_sheet_id)) {
|
136 |
+
const style = element('style');
|
137 |
+
style.id = style_sheet_id;
|
138 |
+
style.textContent = styles;
|
139 |
+
append_stylesheet(append_styles_to, style);
|
140 |
+
}
|
141 |
+
}
|
142 |
+
function get_root_for_style(node) {
|
143 |
+
if (!node)
|
144 |
+
return document;
|
145 |
+
const root = node.getRootNode ? node.getRootNode() : node.ownerDocument;
|
146 |
+
if (root && root.host) {
|
147 |
+
return root;
|
148 |
+
}
|
149 |
+
return node.ownerDocument;
|
150 |
+
}
|
151 |
+
function append_stylesheet(node, style) {
|
152 |
+
append(node.head || node, style);
|
153 |
+
}
|
154 |
+
function append_hydration(target, node) {
|
155 |
+
if (is_hydrating) {
|
156 |
+
init_hydrate(target);
|
157 |
+
if ((target.actual_end_child === undefined) || ((target.actual_end_child !== null) && (target.actual_end_child.parentElement !== target))) {
|
158 |
+
target.actual_end_child = target.firstChild;
|
159 |
+
}
|
160 |
+
// Skip nodes of undefined ordering
|
161 |
+
while ((target.actual_end_child !== null) && (target.actual_end_child.claim_order === undefined)) {
|
162 |
+
target.actual_end_child = target.actual_end_child.nextSibling;
|
163 |
+
}
|
164 |
+
if (node !== target.actual_end_child) {
|
165 |
+
// We only insert if the ordering of this node should be modified or the parent node is not target
|
166 |
+
if (node.claim_order !== undefined || node.parentNode !== target) {
|
167 |
+
target.insertBefore(node, target.actual_end_child);
|
168 |
+
}
|
169 |
+
}
|
170 |
+
else {
|
171 |
+
target.actual_end_child = node.nextSibling;
|
172 |
+
}
|
173 |
+
}
|
174 |
+
else if (node.parentNode !== target || node.nextSibling !== null) {
|
175 |
+
target.appendChild(node);
|
176 |
+
}
|
177 |
+
}
|
178 |
+
function insert_hydration(target, node, anchor) {
|
179 |
+
if (is_hydrating && !anchor) {
|
180 |
+
append_hydration(target, node);
|
181 |
+
}
|
182 |
+
else if (node.parentNode !== target || node.nextSibling != anchor) {
|
183 |
+
target.insertBefore(node, anchor || null);
|
184 |
+
}
|
185 |
+
}
|
186 |
+
function detach(node) {
|
187 |
+
node.parentNode.removeChild(node);
|
188 |
+
}
|
189 |
+
function element(name) {
|
190 |
+
return document.createElement(name);
|
191 |
+
}
|
192 |
+
function text(data) {
|
193 |
+
return document.createTextNode(data);
|
194 |
+
}
|
195 |
+
function space() {
|
196 |
+
return text(' ');
|
197 |
+
}
|
198 |
+
function attr(node, attribute, value) {
|
199 |
+
if (value == null)
|
200 |
+
node.removeAttribute(attribute);
|
201 |
+
else if (node.getAttribute(attribute) !== value)
|
202 |
+
node.setAttribute(attribute, value);
|
203 |
+
}
|
204 |
+
function children(element) {
|
205 |
+
return Array.from(element.childNodes);
|
206 |
+
}
|
207 |
+
function init_claim_info(nodes) {
|
208 |
+
if (nodes.claim_info === undefined) {
|
209 |
+
nodes.claim_info = { last_index: 0, total_claimed: 0 };
|
210 |
+
}
|
211 |
+
}
|
212 |
+
function claim_node(nodes, predicate, processNode, createNode, dontUpdateLastIndex = false) {
|
213 |
+
// Try to find nodes in an order such that we lengthen the longest increasing subsequence
|
214 |
+
init_claim_info(nodes);
|
215 |
+
const resultNode = (() => {
|
216 |
+
// We first try to find an element after the previous one
|
217 |
+
for (let i = nodes.claim_info.last_index; i < nodes.length; i++) {
|
218 |
+
const node = nodes[i];
|
219 |
+
if (predicate(node)) {
|
220 |
+
const replacement = processNode(node);
|
221 |
+
if (replacement === undefined) {
|
222 |
+
nodes.splice(i, 1);
|
223 |
+
}
|
224 |
+
else {
|
225 |
+
nodes[i] = replacement;
|
226 |
+
}
|
227 |
+
if (!dontUpdateLastIndex) {
|
228 |
+
nodes.claim_info.last_index = i;
|
229 |
+
}
|
230 |
+
return node;
|
231 |
+
}
|
232 |
+
}
|
233 |
+
// Otherwise, we try to find one before
|
234 |
+
// We iterate in reverse so that we don't go too far back
|
235 |
+
for (let i = nodes.claim_info.last_index - 1; i >= 0; i--) {
|
236 |
+
const node = nodes[i];
|
237 |
+
if (predicate(node)) {
|
238 |
+
const replacement = processNode(node);
|
239 |
+
if (replacement === undefined) {
|
240 |
+
nodes.splice(i, 1);
|
241 |
+
}
|
242 |
+
else {
|
243 |
+
nodes[i] = replacement;
|
244 |
+
}
|
245 |
+
if (!dontUpdateLastIndex) {
|
246 |
+
nodes.claim_info.last_index = i;
|
247 |
+
}
|
248 |
+
else if (replacement === undefined) {
|
249 |
+
// Since we spliced before the last_index, we decrease it
|
250 |
+
nodes.claim_info.last_index--;
|
251 |
+
}
|
252 |
+
return node;
|
253 |
+
}
|
254 |
+
}
|
255 |
+
// If we can't find any matching node, we create a new one
|
256 |
+
return createNode();
|
257 |
+
})();
|
258 |
+
resultNode.claim_order = nodes.claim_info.total_claimed;
|
259 |
+
nodes.claim_info.total_claimed += 1;
|
260 |
+
return resultNode;
|
261 |
+
}
|
262 |
+
function claim_element_base(nodes, name, attributes, create_element) {
|
263 |
+
return claim_node(nodes, (node) => node.nodeName === name, (node) => {
|
264 |
+
const remove = [];
|
265 |
+
for (let j = 0; j < node.attributes.length; j++) {
|
266 |
+
const attribute = node.attributes[j];
|
267 |
+
if (!attributes[attribute.name]) {
|
268 |
+
remove.push(attribute.name);
|
269 |
+
}
|
270 |
+
}
|
271 |
+
remove.forEach(v => node.removeAttribute(v));
|
272 |
+
return undefined;
|
273 |
+
}, () => create_element(name));
|
274 |
+
}
|
275 |
+
function claim_element(nodes, name, attributes) {
|
276 |
+
return claim_element_base(nodes, name, attributes, element);
|
277 |
+
}
|
278 |
+
function claim_text(nodes, data) {
|
279 |
+
return claim_node(nodes, (node) => node.nodeType === 3, (node) => {
|
280 |
+
const dataStr = '' + data;
|
281 |
+
if (node.data.startsWith(dataStr)) {
|
282 |
+
if (node.data.length !== dataStr.length) {
|
283 |
+
return node.splitText(dataStr.length);
|
284 |
+
}
|
285 |
+
}
|
286 |
+
else {
|
287 |
+
node.data = dataStr;
|
288 |
+
}
|
289 |
+
}, () => text(data), true // Text nodes should not update last index since it is likely not worth it to eliminate an increasing subsequence of actual elements
|
290 |
+
);
|
291 |
+
}
|
292 |
+
function claim_space(nodes) {
|
293 |
+
return claim_text(nodes, ' ');
|
294 |
+
}
|
295 |
+
function set_data(text, data) {
|
296 |
+
data = '' + data;
|
297 |
+
if (text.wholeText !== data)
|
298 |
+
text.data = data;
|
299 |
+
}
|
300 |
+
function set_style(node, key, value, important) {
|
301 |
+
if (value === null) {
|
302 |
+
node.style.removeProperty(key);
|
303 |
+
}
|
304 |
+
else {
|
305 |
+
node.style.setProperty(key, value, important ? 'important' : '');
|
306 |
+
}
|
307 |
+
}
|
308 |
+
|
309 |
+
let current_component;
|
310 |
+
function set_current_component(component) {
|
311 |
+
current_component = component;
|
312 |
+
}
|
313 |
+
|
314 |
+
const dirty_components = [];
|
315 |
+
const binding_callbacks = [];
|
316 |
+
const render_callbacks = [];
|
317 |
+
const flush_callbacks = [];
|
318 |
+
const resolved_promise = Promise.resolve();
|
319 |
+
let update_scheduled = false;
|
320 |
+
function schedule_update() {
|
321 |
+
if (!update_scheduled) {
|
322 |
+
update_scheduled = true;
|
323 |
+
resolved_promise.then(flush);
|
324 |
+
}
|
325 |
+
}
|
326 |
+
function add_render_callback(fn) {
|
327 |
+
render_callbacks.push(fn);
|
328 |
+
}
|
329 |
+
// flush() calls callbacks in this order:
|
330 |
+
// 1. All beforeUpdate callbacks, in order: parents before children
|
331 |
+
// 2. All bind:this callbacks, in reverse order: children before parents.
|
332 |
+
// 3. All afterUpdate callbacks, in order: parents before children. EXCEPT
|
333 |
+
// for afterUpdates called during the initial onMount, which are called in
|
334 |
+
// reverse order: children before parents.
|
335 |
+
// Since callbacks might update component values, which could trigger another
|
336 |
+
// call to flush(), the following steps guard against this:
|
337 |
+
// 1. During beforeUpdate, any updated components will be added to the
|
338 |
+
// dirty_components array and will cause a reentrant call to flush(). Because
|
339 |
+
// the flush index is kept outside the function, the reentrant call will pick
|
340 |
+
// up where the earlier call left off and go through all dirty components. The
|
341 |
+
// current_component value is saved and restored so that the reentrant call will
|
342 |
+
// not interfere with the "parent" flush() call.
|
343 |
+
// 2. bind:this callbacks cannot trigger new flush() calls.
|
344 |
+
// 3. During afterUpdate, any updated components will NOT have their afterUpdate
|
345 |
+
// callback called a second time; the seen_callbacks set, outside the flush()
|
346 |
+
// function, guarantees this behavior.
|
347 |
+
const seen_callbacks = new Set();
|
348 |
+
let flushidx = 0; // Do *not* move this inside the flush() function
|
349 |
+
function flush() {
|
350 |
+
const saved_component = current_component;
|
351 |
+
do {
|
352 |
+
// first, call beforeUpdate functions
|
353 |
+
// and update components
|
354 |
+
while (flushidx < dirty_components.length) {
|
355 |
+
const component = dirty_components[flushidx];
|
356 |
+
flushidx++;
|
357 |
+
set_current_component(component);
|
358 |
+
update(component.$$);
|
359 |
+
}
|
360 |
+
set_current_component(null);
|
361 |
+
dirty_components.length = 0;
|
362 |
+
flushidx = 0;
|
363 |
+
while (binding_callbacks.length)
|
364 |
+
binding_callbacks.pop()();
|
365 |
+
// then, once components are updated, call
|
366 |
+
// afterUpdate functions. This may cause
|
367 |
+
// subsequent updates...
|
368 |
+
for (let i = 0; i < render_callbacks.length; i += 1) {
|
369 |
+
const callback = render_callbacks[i];
|
370 |
+
if (!seen_callbacks.has(callback)) {
|
371 |
+
// ...so guard against infinite loops
|
372 |
+
seen_callbacks.add(callback);
|
373 |
+
callback();
|
374 |
+
}
|
375 |
+
}
|
376 |
+
render_callbacks.length = 0;
|
377 |
+
} while (dirty_components.length);
|
378 |
+
while (flush_callbacks.length) {
|
379 |
+
flush_callbacks.pop()();
|
380 |
+
}
|
381 |
+
update_scheduled = false;
|
382 |
+
seen_callbacks.clear();
|
383 |
+
set_current_component(saved_component);
|
384 |
+
}
|
385 |
+
function update($$) {
|
386 |
+
if ($$.fragment !== null) {
|
387 |
+
$$.update();
|
388 |
+
run_all($$.before_update);
|
389 |
+
const dirty = $$.dirty;
|
390 |
+
$$.dirty = [-1];
|
391 |
+
$$.fragment && $$.fragment.p($$.ctx, dirty);
|
392 |
+
$$.after_update.forEach(add_render_callback);
|
393 |
+
}
|
394 |
+
}
|
395 |
+
const outroing = new Set();
|
396 |
+
function transition_in(block, local) {
|
397 |
+
if (block && block.i) {
|
398 |
+
outroing.delete(block);
|
399 |
+
block.i(local);
|
400 |
+
}
|
401 |
+
}
|
402 |
+
function mount_component(component, target, anchor, customElement) {
|
403 |
+
const { fragment, on_mount, on_destroy, after_update } = component.$$;
|
404 |
+
fragment && fragment.m(target, anchor);
|
405 |
+
if (!customElement) {
|
406 |
+
// onMount happens before the initial afterUpdate
|
407 |
+
add_render_callback(() => {
|
408 |
+
const new_on_destroy = on_mount.map(run).filter(is_function);
|
409 |
+
if (on_destroy) {
|
410 |
+
on_destroy.push(...new_on_destroy);
|
411 |
+
}
|
412 |
+
else {
|
413 |
+
// Edge case - component was destroyed immediately,
|
414 |
+
// most likely as a result of a binding initialising
|
415 |
+
run_all(new_on_destroy);
|
416 |
+
}
|
417 |
+
component.$$.on_mount = [];
|
418 |
+
});
|
419 |
+
}
|
420 |
+
after_update.forEach(add_render_callback);
|
421 |
+
}
|
422 |
+
function destroy_component(component, detaching) {
|
423 |
+
const $$ = component.$$;
|
424 |
+
if ($$.fragment !== null) {
|
425 |
+
run_all($$.on_destroy);
|
426 |
+
$$.fragment && $$.fragment.d(detaching);
|
427 |
+
// TODO null out other refs, including component.$$ (but need to
|
428 |
+
// preserve final state?)
|
429 |
+
$$.on_destroy = $$.fragment = null;
|
430 |
+
$$.ctx = [];
|
431 |
+
}
|
432 |
+
}
|
433 |
+
function make_dirty(component, i) {
|
434 |
+
if (component.$$.dirty[0] === -1) {
|
435 |
+
dirty_components.push(component);
|
436 |
+
schedule_update();
|
437 |
+
component.$$.dirty.fill(0);
|
438 |
+
}
|
439 |
+
component.$$.dirty[(i / 31) | 0] |= (1 << (i % 31));
|
440 |
+
}
|
441 |
+
function init(component, options, instance, create_fragment, not_equal, props, append_styles, dirty = [-1]) {
|
442 |
+
const parent_component = current_component;
|
443 |
+
set_current_component(component);
|
444 |
+
const $$ = component.$$ = {
|
445 |
+
fragment: null,
|
446 |
+
ctx: null,
|
447 |
+
// state
|
448 |
+
props,
|
449 |
+
update: noop,
|
450 |
+
not_equal,
|
451 |
+
bound: blank_object(),
|
452 |
+
// lifecycle
|
453 |
+
on_mount: [],
|
454 |
+
on_destroy: [],
|
455 |
+
on_disconnect: [],
|
456 |
+
before_update: [],
|
457 |
+
after_update: [],
|
458 |
+
context: new Map(options.context || (parent_component ? parent_component.$$.context : [])),
|
459 |
+
// everything else
|
460 |
+
callbacks: blank_object(),
|
461 |
+
dirty,
|
462 |
+
skip_bound: false,
|
463 |
+
root: options.target || parent_component.$$.root
|
464 |
+
};
|
465 |
+
append_styles && append_styles($$.root);
|
466 |
+
let ready = false;
|
467 |
+
$$.ctx = instance
|
468 |
+
? instance(component, options.props || {}, (i, ret, ...rest) => {
|
469 |
+
const value = rest.length ? rest[0] : ret;
|
470 |
+
if ($$.ctx && not_equal($$.ctx[i], $$.ctx[i] = value)) {
|
471 |
+
if (!$$.skip_bound && $$.bound[i])
|
472 |
+
$$.bound[i](value);
|
473 |
+
if (ready)
|
474 |
+
make_dirty(component, i);
|
475 |
+
}
|
476 |
+
return ret;
|
477 |
+
})
|
478 |
+
: [];
|
479 |
+
$$.update();
|
480 |
+
ready = true;
|
481 |
+
run_all($$.before_update);
|
482 |
+
// `false` as a special case of no DOM component
|
483 |
+
$$.fragment = create_fragment ? create_fragment($$.ctx) : false;
|
484 |
+
if (options.target) {
|
485 |
+
if (options.hydrate) {
|
486 |
+
start_hydrating();
|
487 |
+
const nodes = children(options.target);
|
488 |
+
// eslint-disable-next-line @typescript-eslint/no-non-null-assertion
|
489 |
+
$$.fragment && $$.fragment.l(nodes);
|
490 |
+
nodes.forEach(detach);
|
491 |
+
}
|
492 |
+
else {
|
493 |
+
// eslint-disable-next-line @typescript-eslint/no-non-null-assertion
|
494 |
+
$$.fragment && $$.fragment.c();
|
495 |
+
}
|
496 |
+
if (options.intro)
|
497 |
+
transition_in(component.$$.fragment);
|
498 |
+
mount_component(component, options.target, options.anchor, options.customElement);
|
499 |
+
end_hydrating();
|
500 |
+
flush();
|
501 |
+
}
|
502 |
+
set_current_component(parent_component);
|
503 |
+
}
|
504 |
+
/**
|
505 |
+
* Base class for Svelte components. Used when dev=false.
|
506 |
+
*/
|
507 |
+
class SvelteComponent {
|
508 |
+
$destroy() {
|
509 |
+
destroy_component(this, 1);
|
510 |
+
this.$destroy = noop;
|
511 |
+
}
|
512 |
+
$on(type, callback) {
|
513 |
+
const callbacks = (this.$$.callbacks[type] || (this.$$.callbacks[type] = []));
|
514 |
+
callbacks.push(callback);
|
515 |
+
return () => {
|
516 |
+
const index = callbacks.indexOf(callback);
|
517 |
+
if (index !== -1)
|
518 |
+
callbacks.splice(index, 1);
|
519 |
+
};
|
520 |
+
}
|
521 |
+
$set($$props) {
|
522 |
+
if (this.$$set && !is_empty($$props)) {
|
523 |
+
this.$$.skip_bound = true;
|
524 |
+
this.$$set($$props);
|
525 |
+
this.$$.skip_bound = false;
|
526 |
+
}
|
527 |
+
}
|
528 |
+
}
|
529 |
+
|
530 |
+
/* src/InstanceView.svelte generated by Svelte v3.49.0 */
|
531 |
+
|
532 |
+
function add_css(target) {
|
533 |
+
append_styles(target, "svelte-8lajst", ".label.svelte-8lajst{margin-right:5px;font-size:10px;color:rgba(0, 0, 0, 0.5);font-variant:small-caps}.text.svelte-8lajst{display:flex;flex-direction:row}.value.svelte-8lajst{font-size:10px}.box.svelte-8lajst{width:min-content;padding:5px;border:0.5px solid rgb(224, 224, 224)}");
|
534 |
+
}
|
535 |
+
|
536 |
+
// (21:2) {#if modelColumn && entry[modelColumn]}
|
537 |
+
function create_if_block(ctx) {
|
538 |
+
let div;
|
539 |
+
let span0;
|
540 |
+
let t0;
|
541 |
+
let t1;
|
542 |
+
let span1;
|
543 |
+
let t2_value = /*entry*/ ctx[0][/*modelColumn*/ ctx[1]] + "";
|
544 |
+
let t2;
|
545 |
+
|
546 |
+
return {
|
547 |
+
c() {
|
548 |
+
div = element("div");
|
549 |
+
span0 = element("span");
|
550 |
+
t0 = text("output:");
|
551 |
+
t1 = space();
|
552 |
+
span1 = element("span");
|
553 |
+
t2 = text(t2_value);
|
554 |
+
this.h();
|
555 |
+
},
|
556 |
+
l(nodes) {
|
557 |
+
div = claim_element(nodes, "DIV", { class: true });
|
558 |
+
var div_nodes = children(div);
|
559 |
+
span0 = claim_element(div_nodes, "SPAN", { class: true });
|
560 |
+
var span0_nodes = children(span0);
|
561 |
+
t0 = claim_text(span0_nodes, "output:");
|
562 |
+
span0_nodes.forEach(detach);
|
563 |
+
t1 = claim_space(div_nodes);
|
564 |
+
span1 = claim_element(div_nodes, "SPAN", { class: true });
|
565 |
+
var span1_nodes = children(span1);
|
566 |
+
t2 = claim_text(span1_nodes, t2_value);
|
567 |
+
span1_nodes.forEach(detach);
|
568 |
+
div_nodes.forEach(detach);
|
569 |
+
this.h();
|
570 |
+
},
|
571 |
+
h() {
|
572 |
+
attr(span0, "class", "label svelte-8lajst");
|
573 |
+
attr(span1, "class", "value svelte-8lajst");
|
574 |
+
attr(div, "class", "text svelte-8lajst");
|
575 |
+
},
|
576 |
+
m(target, anchor) {
|
577 |
+
insert_hydration(target, div, anchor);
|
578 |
+
append_hydration(div, span0);
|
579 |
+
append_hydration(span0, t0);
|
580 |
+
append_hydration(div, t1);
|
581 |
+
append_hydration(div, span1);
|
582 |
+
append_hydration(span1, t2);
|
583 |
+
},
|
584 |
+
p(ctx, dirty) {
|
585 |
+
if (dirty & /*entry, modelColumn*/ 3 && t2_value !== (t2_value = /*entry*/ ctx[0][/*modelColumn*/ ctx[1]] + "")) set_data(t2, t2_value);
|
586 |
+
},
|
587 |
+
d(detaching) {
|
588 |
+
if (detaching) detach(div);
|
589 |
+
}
|
590 |
+
};
|
591 |
+
}
|
592 |
+
|
593 |
+
function create_fragment(ctx) {
|
594 |
+
let div1;
|
595 |
+
let img;
|
596 |
+
let img_src_value;
|
597 |
+
let img_alt_value;
|
598 |
+
let t0;
|
599 |
+
let br;
|
600 |
+
let t1;
|
601 |
+
let div0;
|
602 |
+
let span0;
|
603 |
+
let t2;
|
604 |
+
let t3;
|
605 |
+
let span1;
|
606 |
+
let t4_value = /*entry*/ ctx[0][/*labelColumn*/ ctx[2]] + "";
|
607 |
+
let t4;
|
608 |
+
let t5;
|
609 |
+
let if_block = /*modelColumn*/ ctx[1] && /*entry*/ ctx[0][/*modelColumn*/ ctx[1]] && create_if_block(ctx);
|
610 |
+
|
611 |
+
return {
|
612 |
+
c() {
|
613 |
+
div1 = element("div");
|
614 |
+
img = element("img");
|
615 |
+
t0 = space();
|
616 |
+
br = element("br");
|
617 |
+
t1 = space();
|
618 |
+
div0 = element("div");
|
619 |
+
span0 = element("span");
|
620 |
+
t2 = text("label:");
|
621 |
+
t3 = space();
|
622 |
+
span1 = element("span");
|
623 |
+
t4 = text(t4_value);
|
624 |
+
t5 = space();
|
625 |
+
if (if_block) if_block.c();
|
626 |
+
this.h();
|
627 |
+
},
|
628 |
+
l(nodes) {
|
629 |
+
div1 = claim_element(nodes, "DIV", { class: true });
|
630 |
+
var div1_nodes = children(div1);
|
631 |
+
img = claim_element(div1_nodes, "IMG", { src: true, alt: true });
|
632 |
+
t0 = claim_space(div1_nodes);
|
633 |
+
br = claim_element(div1_nodes, "BR", {});
|
634 |
+
t1 = claim_space(div1_nodes);
|
635 |
+
div0 = claim_element(div1_nodes, "DIV", { class: true });
|
636 |
+
var div0_nodes = children(div0);
|
637 |
+
span0 = claim_element(div0_nodes, "SPAN", { class: true });
|
638 |
+
var span0_nodes = children(span0);
|
639 |
+
t2 = claim_text(span0_nodes, "label:");
|
640 |
+
span0_nodes.forEach(detach);
|
641 |
+
t3 = claim_space(div0_nodes);
|
642 |
+
span1 = claim_element(div0_nodes, "SPAN", { class: true });
|
643 |
+
var span1_nodes = children(span1);
|
644 |
+
t4 = claim_text(span1_nodes, t4_value);
|
645 |
+
span1_nodes.forEach(detach);
|
646 |
+
div0_nodes.forEach(detach);
|
647 |
+
t5 = claim_space(div1_nodes);
|
648 |
+
if (if_block) if_block.l(div1_nodes);
|
649 |
+
div1_nodes.forEach(detach);
|
650 |
+
this.h();
|
651 |
+
},
|
652 |
+
h() {
|
653 |
+
if (!src_url_equal(img.src, img_src_value = /*entry*/ ctx[0][/*dataColumn*/ ctx[3]])) attr(img, "src", img_src_value);
|
654 |
+
attr(img, "alt", img_alt_value = "Image thumbnail for instance " + /*entry*/ ctx[0][/*idColumn*/ ctx[4]]);
|
655 |
+
set_style(img, "max-width", `200px`, false);
|
656 |
+
attr(span0, "class", "label svelte-8lajst");
|
657 |
+
attr(span1, "class", "value svelte-8lajst");
|
658 |
+
attr(div0, "class", "text svelte-8lajst");
|
659 |
+
attr(div1, "class", "box svelte-8lajst");
|
660 |
+
set_style(div1, "background-color", `white`, false);
|
661 |
+
},
|
662 |
+
m(target, anchor) {
|
663 |
+
insert_hydration(target, div1, anchor);
|
664 |
+
append_hydration(div1, img);
|
665 |
+
append_hydration(div1, t0);
|
666 |
+
append_hydration(div1, br);
|
667 |
+
append_hydration(div1, t1);
|
668 |
+
append_hydration(div1, div0);
|
669 |
+
append_hydration(div0, span0);
|
670 |
+
append_hydration(span0, t2);
|
671 |
+
append_hydration(div0, t3);
|
672 |
+
append_hydration(div0, span1);
|
673 |
+
append_hydration(span1, t4);
|
674 |
+
append_hydration(div1, t5);
|
675 |
+
if (if_block) if_block.m(div1, null);
|
676 |
+
},
|
677 |
+
p(ctx, [dirty]) {
|
678 |
+
if (dirty & /*entry, dataColumn*/ 9 && !src_url_equal(img.src, img_src_value = /*entry*/ ctx[0][/*dataColumn*/ ctx[3]])) {
|
679 |
+
attr(img, "src", img_src_value);
|
680 |
+
}
|
681 |
+
|
682 |
+
if (dirty & /*entry, idColumn*/ 17 && img_alt_value !== (img_alt_value = "Image thumbnail for instance " + /*entry*/ ctx[0][/*idColumn*/ ctx[4]])) {
|
683 |
+
attr(img, "alt", img_alt_value);
|
684 |
+
}
|
685 |
+
|
686 |
+
if (dirty & /*entry, labelColumn*/ 5 && t4_value !== (t4_value = /*entry*/ ctx[0][/*labelColumn*/ ctx[2]] + "")) set_data(t4, t4_value);
|
687 |
+
|
688 |
+
if (/*modelColumn*/ ctx[1] && /*entry*/ ctx[0][/*modelColumn*/ ctx[1]]) {
|
689 |
+
if (if_block) {
|
690 |
+
if_block.p(ctx, dirty);
|
691 |
+
} else {
|
692 |
+
if_block = create_if_block(ctx);
|
693 |
+
if_block.c();
|
694 |
+
if_block.m(div1, null);
|
695 |
+
}
|
696 |
+
} else if (if_block) {
|
697 |
+
if_block.d(1);
|
698 |
+
if_block = null;
|
699 |
+
}
|
700 |
+
},
|
701 |
+
i: noop,
|
702 |
+
o: noop,
|
703 |
+
d(detaching) {
|
704 |
+
if (detaching) detach(div1);
|
705 |
+
if (if_block) if_block.d();
|
706 |
+
}
|
707 |
+
};
|
708 |
+
}
|
709 |
+
|
710 |
+
function instance($$self, $$props, $$invalidate) {
|
711 |
+
let { entry } = $$props;
|
712 |
+
let { options } = $$props;
|
713 |
+
let { modelColumn } = $$props;
|
714 |
+
let { labelColumn } = $$props;
|
715 |
+
let { dataColumn } = $$props;
|
716 |
+
let { idColumn } = $$props;
|
717 |
+
|
718 |
+
$$self.$$set = $$props => {
|
719 |
+
if ('entry' in $$props) $$invalidate(0, entry = $$props.entry);
|
720 |
+
if ('options' in $$props) $$invalidate(5, options = $$props.options);
|
721 |
+
if ('modelColumn' in $$props) $$invalidate(1, modelColumn = $$props.modelColumn);
|
722 |
+
if ('labelColumn' in $$props) $$invalidate(2, labelColumn = $$props.labelColumn);
|
723 |
+
if ('dataColumn' in $$props) $$invalidate(3, dataColumn = $$props.dataColumn);
|
724 |
+
if ('idColumn' in $$props) $$invalidate(4, idColumn = $$props.idColumn);
|
725 |
+
};
|
726 |
+
|
727 |
+
return [entry, modelColumn, labelColumn, dataColumn, idColumn, options];
|
728 |
+
}
|
729 |
+
|
730 |
+
class InstanceView extends SvelteComponent {
|
731 |
+
constructor(options) {
|
732 |
+
super();
|
733 |
+
|
734 |
+
init(
|
735 |
+
this,
|
736 |
+
options,
|
737 |
+
instance,
|
738 |
+
create_fragment,
|
739 |
+
safe_not_equal,
|
740 |
+
{
|
741 |
+
entry: 0,
|
742 |
+
options: 5,
|
743 |
+
modelColumn: 1,
|
744 |
+
labelColumn: 2,
|
745 |
+
dataColumn: 3,
|
746 |
+
idColumn: 4
|
747 |
+
},
|
748 |
+
add_css
|
749 |
+
);
|
750 |
+
}
|
751 |
+
}
|
752 |
+
|
753 |
+
function getInstance(
|
754 |
+
div,
|
755 |
+
options,
|
756 |
+
entry,
|
757 |
+
modelColumn,
|
758 |
+
labelColumn,
|
759 |
+
dataColumn,
|
760 |
+
idColumn
|
761 |
+
) {
|
762 |
+
new InstanceView({
|
763 |
+
target: div,
|
764 |
+
props: {
|
765 |
+
entry: entry,
|
766 |
+
options: options,
|
767 |
+
modelColumn: modelColumn,
|
768 |
+
labelColumn: labelColumn,
|
769 |
+
dataColumn: dataColumn,
|
770 |
+
idColumn: idColumn,
|
771 |
+
},
|
772 |
+
hydrate: true,
|
773 |
+
});
|
774 |
+
}
|
775 |
+
|
776 |
+
export { getInstance };
|
Dockerfile
ADDED
@@ -0,0 +1,22 @@
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
1 |
+
# read the doc: https://huggingface.co/docs/hub/spaces-sdks-docker
|
2 |
+
# you will also find guides on how best to write your Dockerfile
|
3 |
+
|
4 |
+
FROM python:3.8
|
5 |
+
|
6 |
+
RUN useradd -m -u 1000 user
|
7 |
+
USER user
|
8 |
+
# Set home to the user's home directory
|
9 |
+
ENV HOME=/home/user \
|
10 |
+
PATH=/home/user/.local/bin:$PATH
|
11 |
+
WORKDIR $HOME/app
|
12 |
+
# Copy the current directory contents into the container at $HOME/app setting the owner to the user
|
13 |
+
COPY --chown=user . $HOME/app
|
14 |
+
ADD --chown=user ./.zeno_cache $HOME/app/.zeno_cache
|
15 |
+
RUN chown user:user -R $HOME/app
|
16 |
+
|
17 |
+
COPY ./requirements.txt /code/requirements.txt
|
18 |
+
|
19 |
+
RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
|
20 |
+
|
21 |
+
|
22 |
+
CMD ["zeno", "config.toml"]
|
README.md
CHANGED
@@ -6,6 +6,7 @@ colorTo: blue
|
|
6 |
sdk: docker
|
7 |
pinned: false
|
8 |
license: mit
|
|
|
9 |
---
|
10 |
|
11 |
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
|
|
|
6 |
sdk: docker
|
7 |
pinned: false
|
8 |
license: mit
|
9 |
+
fullWidth: true
|
10 |
---
|
11 |
|
12 |
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
|
__pycache__/brightness.cpython-38.pyc
ADDED
Binary file (1.69 kB). View file
|
|
__pycache__/color.cpython-38.pyc
ADDED
Binary file (2.03 kB). View file
|
|
__pycache__/inference.cpython-38.pyc
ADDED
Binary file (504 Bytes). View file
|
|
__pycache__/loading.cpython-38.pyc
ADDED
Binary file (20.6 kB). View file
|
|
__pycache__/metrics.cpython-38.pyc
ADDED
Binary file (1.13 kB). View file
|
|
brightness.py
ADDED
@@ -0,0 +1,44 @@
|
|
|
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|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import os
|
2 |
+
|
3 |
+
from PIL import Image
|
4 |
+
from zeno import distill
|
5 |
+
|
6 |
+
|
7 |
+
def get_brightness(im):
|
8 |
+
im_grey = im.convert("LA")
|
9 |
+
width, height = im.size
|
10 |
+
|
11 |
+
total = 0
|
12 |
+
for i in range(0, width):
|
13 |
+
for j in range(0, height):
|
14 |
+
total += im_grey.getpixel((i, j))[0]
|
15 |
+
|
16 |
+
return total / (width * height)
|
17 |
+
|
18 |
+
|
19 |
+
def get_border_brightness(im):
|
20 |
+
im_grey = im.convert("LA")
|
21 |
+
width, height = im.size
|
22 |
+
|
23 |
+
total = 0
|
24 |
+
for i in range(0, width):
|
25 |
+
for j in range(0, 5):
|
26 |
+
total += im_grey.getpixel((i, j))[0]
|
27 |
+
|
28 |
+
for i in range(0, width):
|
29 |
+
for j in range(height - 5, height):
|
30 |
+
total += im_grey.getpixel((i, j))[0]
|
31 |
+
|
32 |
+
return total / (width * 10)
|
33 |
+
|
34 |
+
|
35 |
+
@distill
|
36 |
+
def brightness(df, ops):
|
37 |
+
imgs = [Image.open(os.path.join(ops.data_path, img)) for img in df[ops.data_column]]
|
38 |
+
return [get_brightness(im) for im in imgs]
|
39 |
+
|
40 |
+
|
41 |
+
@distill
|
42 |
+
def border_brightness(df, ops):
|
43 |
+
imgs = [Image.open(os.path.join(ops.data_path, img)) for img in df[ops.data_column]]
|
44 |
+
return [get_border_brightness(im) for im in imgs]
|
color.py
ADDED
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import colorsys
|
2 |
+
import os
|
3 |
+
|
4 |
+
import numpy as np
|
5 |
+
from PIL import Image
|
6 |
+
from zeno import distill
|
7 |
+
from zeno.api import ZenoOptions
|
8 |
+
|
9 |
+
|
10 |
+
def red_pixels(im):
|
11 |
+
arr = np.array(im)
|
12 |
+
count_red = 0
|
13 |
+
for x in range(arr.shape[0]):
|
14 |
+
for y in range(arr.shape[1]):
|
15 |
+
if arr[x, y, 0] > 180 and arr[x, y, 1] < 70 and arr[x, y, 2] < 70:
|
16 |
+
count_red += 1
|
17 |
+
return count_red
|
18 |
+
|
19 |
+
|
20 |
+
def blue_border_pixels(im):
|
21 |
+
arr = np.array(im)
|
22 |
+
count_blue = 0
|
23 |
+
for x in range(arr.shape[0]):
|
24 |
+
for y in range(10):
|
25 |
+
hsv = colorsys.rgb_to_hsv(arr[x, y, 0], arr[x, y, 1], arr[x, y, 2])
|
26 |
+
if hsv[0] > 0.51 and hsv[0] < 0.72:
|
27 |
+
count_blue += 1
|
28 |
+
for x in range(arr.shape[0]):
|
29 |
+
for y in range(arr.shape[1] - 10, arr.shape[1]):
|
30 |
+
hsv = colorsys.rgb_to_hsv(arr[x, y, 0], arr[x, y, 1], arr[x, y, 2])
|
31 |
+
if hsv[0] > 0.51 and hsv[0] < 0.72:
|
32 |
+
count_blue += 1
|
33 |
+
return count_blue
|
34 |
+
|
35 |
+
|
36 |
+
@distill
|
37 |
+
def red_count(df, ops: ZenoOptions):
|
38 |
+
imgs = [
|
39 |
+
Image.open(os.path.join(ops.data_path, img)).convert("RGB")
|
40 |
+
for img in df[ops.data_column]
|
41 |
+
]
|
42 |
+
return [red_pixels(im) for im in imgs]
|
43 |
+
|
44 |
+
|
45 |
+
@distill
|
46 |
+
def blue_border_count(df, ops):
|
47 |
+
imgs = [
|
48 |
+
Image.open(os.path.join(ops.data_path, img)).convert("RGB")
|
49 |
+
for img in df[ops.data_column]
|
50 |
+
]
|
51 |
+
return [blue_border_pixels(im) for im in imgs]
|
config.toml
ADDED
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
functions = "./"
|
2 |
+
view = "image-classification"
|
3 |
+
metadata = "./imagenette_formatted.csv"
|
4 |
+
models = ["IMAGENET1K_V1", "IMAGENET1K_V2"]
|
5 |
+
data_path = "./imagenette/"
|
6 |
+
data_column = "id"
|
7 |
+
label_column = "label"
|
8 |
+
batch_size = 32
|
9 |
+
port = 7860
|
10 |
+
host = "0.0.0.0"
|
11 |
+
editable = false
|
imagenette/.DS_Store
ADDED
Binary file (6.15 kB). View file
|
|
imagenette/val/.DS_Store
ADDED
Binary file (6.15 kB). View file
|
|
imagenette/val/n01440764/ILSVRC2012_val_00009111.JPEG
ADDED
imagenette/val/n01440764/ILSVRC2012_val_00009191.JPEG
ADDED
imagenette/val/n01440764/ILSVRC2012_val_00017472.JPEG
ADDED
imagenette/val/n01440764/ILSVRC2012_val_00017700.JPEG
ADDED
imagenette/val/n01440764/ILSVRC2012_val_00021740.JPEG
ADDED
imagenette/val/n01440764/ILSVRC2012_val_00029930.JPEG
ADDED
imagenette/val/n01440764/ILSVRC2012_val_00030740.JPEG
ADDED
imagenette/val/n01440764/ILSVRC2012_val_00037861.JPEG
ADDED
imagenette/val/n01440764/ILSVRC2012_val_00045880.JPEG
ADDED
imagenette/val/n01440764/ILSVRC2012_val_00046252.JPEG
ADDED
imagenette/val/n01440764/n01440764_10040.JPEG
ADDED
imagenette/val/n01440764/n01440764_10042.JPEG
ADDED
imagenette/val/n01440764/n01440764_10110.JPEG
ADDED
imagenette/val/n01440764/n01440764_10120.JPEG
ADDED
imagenette/val/n01440764/n01440764_10150.JPEG
ADDED
imagenette/val/n01440764/n01440764_10162.JPEG
ADDED
imagenette/val/n01440764/n01440764_10211.JPEG
ADDED
imagenette/val/n01440764/n01440764_10251.JPEG
ADDED
imagenette/val/n01440764/n01440764_10281.JPEG
ADDED